diff --git a/.github/actions/setup-poetry-env/action.yml b/.github/actions/setup-poetry-env/action.yml
index 78817047..f372f776 100644
--- a/.github/actions/setup-poetry-env/action.yml
+++ b/.github/actions/setup-poetry-env/action.yml
@@ -29,14 +29,7 @@ runs:
       run: poetry config virtualenvs.in-project true
       shell: bash
 
-    - name: Load cached venv
-      id: cached-poetry-dependencies
-      uses: actions/cache@v4
-      with:
-        path: .venv
-        key: venv-${{ runner.os }}-${{ inputs.python-version }}-${{ hashFiles('poetry.lock') }}
-
     - name: Install dependencies
       if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
-      run: poetry install --no-interaction --with bngl,cellml,lems,neuroml,sbml,simularium,escher,containers,logging,rba,smoldyn
+      run: poetry install --no-interaction --with bngl,cellml,lems,neuroml,sbml,simularium,escher,containers,logging,smoldyn
       shell: bash
\ No newline at end of file
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index dba6c36b..3441b97a 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -26,7 +26,7 @@ jobs:
     runs-on: ubuntu-22.04
     strategy:
       matrix:
-        python-version: [ "3.10" ]
+        python-version: [ "3.10", "3.11" ]
       fail-fast: false
     defaults:
       run:
diff --git a/biosimulators_utils/_version.py b/biosimulators_utils/_version.py
index 4da0d6e8..7fd229a3 100644
--- a/biosimulators_utils/_version.py
+++ b/biosimulators_utils/_version.py
@@ -1 +1 @@
-__version__ = '0.1.189'
+__version__ = '0.2.0'
diff --git a/poetry.lock b/poetry.lock
index 8fd45e0a..4399b03c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "accessible-pygments"
@@ -432,13 +432,13 @@ humanfriendly = ">=8.0"
 
 [[package]]
 name = "cattrs"
-version = "24.1.0"
+version = "24.1.1"
 description = "Composable complex class support for attrs and dataclasses."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "cattrs-24.1.0-py3-none-any.whl", hash = "sha256:043bb8af72596432a7df63abcff0055ac0f198a4d2e95af8db5a936a7074a761"},
-    {file = "cattrs-24.1.0.tar.gz", hash = "sha256:8274f18b253bf7674a43da851e3096370d67088165d23138b04a1c04c8eaf48e"},
+    {file = "cattrs-24.1.1-py3-none-any.whl", hash = "sha256:ec8ce8fdc725de9d07547cd616f968670687c6fa7a2e263b088370c46d834d97"},
+    {file = "cattrs-24.1.1.tar.gz", hash = "sha256:16e94a13f9aaf6438bd5be5df521e072b1b00481b4cf807bcb1acbd49f814c08"},
 ]
 
 [package.dependencies]
@@ -1419,15 +1419,18 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
 
 [[package]]
 name = "idna"
-version = "3.8"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "idna-3.8-py3-none-any.whl", hash = "sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac"},
-    {file = "idna-3.8.tar.gz", hash = "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"},
+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "imagesize"
 version = "1.4.1"
@@ -1652,13 +1655,13 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.2"
+version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-8.6.2-py3-none-any.whl", hash = "sha256:50cbc5c66fd1b8f65ecb66bc490ab73217993632809b6e505687de18e9dea39f"},
-    {file = "jupyter_client-8.6.2.tar.gz", hash = "sha256:2bda14d55ee5ba58552a8c53ae43d215ad9868853489213f37da060ced54d8df"},
+    {file = "jupyter_client-8.6.3-py3-none-any.whl", hash = "sha256:e8a19cc986cc45905ac3362915f410f3af85424b4c0905e94fa5f2cb08e8f23f"},
+    {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"},
 ]
 
 [package.dependencies]
@@ -2031,13 +2034,13 @@ files = [
 
 [[package]]
 name = "libneuroml"
-version = "0.6.4"
+version = "0.6.5"
 description = "A Python library for working with NeuroML descriptions of neuronal models"
 optional = false
 python-versions = "*"
 files = [
-    {file = "libNeuroML-0.6.4-py3-none-any.whl", hash = "sha256:71b492dc835b1655b5f9c1d967db8549e905fd45aa0a4a6b7a1b2b8e075c4e6d"},
-    {file = "libneuroml-0.6.4.tar.gz", hash = "sha256:549b99aebd219ebdc9f5e1ab57b6258930750df5d6b7747b118b385360e3c30a"},
+    {file = "libNeuroML-0.6.5-py3-none-any.whl", hash = "sha256:d62e079414ea484f76f45c7b682ebfa3fff288da6262e1a9672616fc8bb8ea58"},
+    {file = "libneuroml-0.6.5.tar.gz", hash = "sha256:f54fecd1472069a72a0869714e98f0cf185e7a64c449ead86db627bb4118ece5"},
 ]
 
 [package.dependencies]
@@ -2467,67 +2470,75 @@ tests = ["pytest (>=4.6)"]
 
 [[package]]
 name = "msgpack"
-version = "1.0.8"
+version = "1.1.0"
 description = "MessagePack serializer"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-numpy = {version = ">=1.22.4", markers = "python_version < \"3.11\""}
+numpy = [
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 pytz = ">=2020.1"
 tzdata = ">=2022.7"
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 [[package]]
 name = "pluggy"
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 [package.dependencies]
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 ]
 
 [package.dependencies]
@@ -3460,23 +3486,23 @@ dnspython = ">=1.16.0,<3.0.0"
 
 [package.extras]
 aws = ["pymongo-auth-aws (>=1.1.0,<2.0.0)"]
-docs = ["furo (==2023.9.10)", "readthedocs-sphinx-search (>=0.3,<1.0)", "sphinx (>=5.3,<8)", "sphinx-rtd-theme (>=2,<3)", "sphinxcontrib-shellcheck (>=1,<2)"]
-encryption = ["certifi", "pymongo-auth-aws (>=1.1.0,<2.0.0)", "pymongocrypt (>=1.6.0,<2.0.0)"]
+docs = ["furo (==2023.9.10)", "readthedocs-sphinx-search (>=0.3,<1.0)", "sphinx (>=5.3,<8)", "sphinx-autobuild (>=2020.9.1)", "sphinx-rtd-theme (>=2,<3)", "sphinxcontrib-shellcheck (>=1,<2)"]
+encryption = ["certifi", "pymongo-auth-aws (>=1.1.0,<2.0.0)", "pymongocrypt (>=1.10.0,<2.0.0)"]
 gssapi = ["pykerberos", "winkerberos (>=0.5.0)"]
 ocsp = ["certifi", "cryptography (>=2.5)", "pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)"]
 snappy = ["python-snappy"]
-test = ["pytest (>=7)"]
+test = ["pytest (>=8.2)", "pytest-asyncio (>=0.24.0)"]
 zstd = ["zstandard"]
 
 [[package]]
 name = "pyneuroml"
-version = "1.3.9"
+version = "1.3.12"
 description = "Python utilities for NeuroML"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -3560,24 +3586,27 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyreadline3"
-version = "3.4.1"
+version = "3.5.3"
 description = "A python implementation of GNU readline."
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
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+    {file = "pyreadline3-3.5.3.tar.gz", hash = "sha256:9234684ca75a00a702fda42b17cc26ca665bc9d7c2da06af450468253099ff61"},
 ]
 
+[package.extras]
+dev = ["build", "flake8", "mypy", "pytest", "twine"]
+
 [[package]]
 name = "pytest"
-version = "8.3.2"
+version = "8.3.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3838,13 +3867,13 @@ tests = ["flake8", "loguru", "pytest", "pytest-asyncio", "pytest-cov", "pytest-m
 
 [[package]]
 name = "pytz"
-version = "2024.1"
+version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -4068,42 +4097,6 @@ files = [
 [package.dependencies]
 cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
-[[package]]
-name = "rbapy"
-version = "1.0.2"
-description = "Package for automated generation of bacterial Resource Balance Analysis (RBA) models and simulation of RBA models"
-optional = false
-python-versions = "*"
-files = []
-develop = false
-
-[package.dependencies]
-biopython = "*"
-lxml = "*"
-numpy = "*"
-pandas = "*"
-python-libsbml = "*"
-scipy = "*"
-
-[package.extras]
-cplex = ["cplex"]
-cplex-conv-opt = ["conv_opt[cplex]"]
-cplex-optlang = ["cplex", "optlang"]
-dev = ["check-manifest"]
-glpk = ["glpk"]
-glpk-conv-opt = ["conv_opt"]
-glpk-optlang = ["optlang"]
-gurobi = ["gurobipy"]
-gurobi-conv-opt = ["conv_opt[gurobi]"]
-gurobi-optlang = ["gurobipy", "optlang"]
-test = ["coverage", "pytest", "pytest-cov"]
-
-[package.source]
-type = "git"
-url = "https://github.com/biosimulators/RBApy.git"
-reference = "d82e1ade319cb503f6e28759a0cbeffccabd89e8"
-resolved_reference = "d82e1ade319cb503f6e28759a0cbeffccabd89e8"
-
 [[package]]
 name = "rdflib"
 version = "7.0.0"
@@ -4142,90 +4135,105 @@ rpds-py = ">=0.7.0"
 
 [[package]]
 name = "regex"
-version = "2024.7.24"
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-
 [[package]]
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 version = "0.13.2"
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@@ -5045,13 +5003,13 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
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 ]
 
 [[package]]
@@ -5103,13 +5061,13 @@ files = [
 
 [[package]]
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 [package.extras]
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 logging = ["capturer"]
 neuroml = ["libneuroml", "pyneuroml"]
-rba = ["rbapy"]
+rba = []
 sbml = ["python-libsbml"]
 simularium = ["simulariumio"]
 smoldyn = ["smoldyn"]
 
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+python-versions = "^3.10"
+content-hash = "9178f9d580c1de5d442c0688bdf5c77a9559b70d4954195d70ff8519c2c3ac01"
diff --git a/pyproject.toml b/pyproject.toml
index a549db7b..25eac04a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "biosimulators-utils"
-version = "0.1.188"
+version = "0.2.0"
 description = "description"
 license = "MIT"
 authors = ["Center for Reproducible Biomedical Modeling <info@biosimulators.org>"]
@@ -21,7 +21,7 @@ include = [
 ]
 
 [tool.poetry.dependencies]
-python = "~3.10"
+python = "^3.10"
 appdirs = "*"
 biopython = "*"
 cement = "*"
@@ -58,7 +58,7 @@ pylems = {version = "*", optional = true}
 pyneuroml = {version = ">=0.5.18", optional = true}
 pint = {version = "*", optional = true}
 libneuroml = {version = "*", optional = true}
-rbapy = { git = "https://github.com/biosimulators/RBApy.git", rev="d82e1ade319cb503f6e28759a0cbeffccabd89e8", optional = true }
+#rbapy = { git = "https://github.com/biosimulators/RBApy.git", rev="d82e1ade319cb503f6e28759a0cbeffccabd89e8", optional = true }
 python-libsbml = {version = "*", optional = true}
 smoldyn = {version = ">=2.66", optional = true}
 simulariumio = {version = "*", optional = true}
@@ -111,18 +111,17 @@ dependencies = { pylems = "*", pyneuroml = "*", pint = "*" }
 optional = true
 dependencies = { libneuroml = "*", pyneuroml = ">=0.5.18" }
 
-[tool.poetry.group.rba]
-optional = true
-# in requirements.optional.txt, rbapy was specified as:
-#
-# [rba]
-# python -m pip install git+https://github.com/biosimulators/RBApy.git#egg=rbapy
-#
- dependencies = { rbapy = { git = "https://github.com/biosimulators/RBApy.git", rev="d82e1ade319cb503f6e28759a0cbeffccabd89e8" } }
-#
-# if using official release (not biosimulators fork), use:
-# dependencies = { rbapy = "*" }
-
+#[tool.poetry.group.rba]
+#optional = true
+## in requirements.optional.txt, rbapy was specified as:
+##
+## [rba]
+## python -m pip install git+https://github.com/biosimulators/RBApy.git#egg=rbapy
+##
+# dependencies = { rbapy = { git = "https://github.com/biosimulators/RBApy.git", rev="d82e1ade319cb503f6e28759a0cbeffccabd89e8" } }
+##
+## if using official release (not biosimulators fork), use:
+## dependencies = { rbapy = "*" }
 
 [tool.poetry.group.sbml]
 optional = true
diff --git a/tests/model_lang/rba/test_rba_utils.py b/tests/model_lang/rba/test_rba_utils.py
index 5fc6eaaa..071c634f 100644
--- a/tests/model_lang/rba/test_rba_utils.py
+++ b/tests/model_lang/rba/test_rba_utils.py
@@ -1,79 +1,80 @@
-from biosimulators_utils.model_lang.rba.utils import get_parameters_variables_outputs_for_simulation
-from biosimulators_utils.sedml.data_model import SteadyStateSimulation
-import math
-import os
+# from biosimulators_utils.model_lang.rba.utils import get_parameters_variables_outputs_for_simulation
+# from biosimulators_utils.sedml.data_model import SteadyStateSimulation
+# import math
+# import os
 import unittest
 
 
 class RbaUtilsTestCase(unittest.TestCase):
-    FIXTURES_DIRNAME = os.path.join(os.path.dirname(__file__), '..', '..', 'fixtures', 'rba')
-
-    def test_get_parameters_variables_for_simulation(self):
-        filename = os.path.join(self.FIXTURES_DIRNAME, 'Escherichia-coli-K12-WT.zip')
-        params, sims, vars, plots = get_parameters_variables_outputs_for_simulation(filename, None, SteadyStateSimulation)
-
-        self.assertEqual(len(params), 1620)
-
-        param = next(param for param in params if param.id == 'parameter_amino_acid_concentration_Y_MIN')
-        self.assertEqual(param.name, 'Value of parameter "Y_MIN" of function "amino_acid_concentration"')
-        self.assertEqual(param.target, 'parameters.functions.amino_acid_concentration.parameters.Y_MIN')
-        self.assertEqual(param.new_value, '-inf')
-
-        self.assertEqual(len(sims), 1)
-        sim = sims[0]
-        self.assertIsInstance(sim, SteadyStateSimulation)
-        self.assertEqual(sim.algorithm.kisao_id, 'KISAO_0000669')
-        self.assertEqual(sim.algorithm.changes, [])
-
-        self.assertEqual(len(vars), 15766)
-
-        self.assertEqual(vars[0].id, 'objective')
-        self.assertEqual(vars[0].name, 'Value of objective')
-        self.assertEqual(vars[0].target, 'objective')
-
-        var = next(var for var in vars if var.id == 'M_pqq_p')
-        self.assertEqual(var.name, 'Dual of constraint "M_pqq_p"')
-        self.assertEqual(var.target, 'constraints.M_pqq_p')
-
-        var = next(var for var in vars if var.id == 'test_process_2_machinery')
-        self.assertEqual(var.name, 'Primal of variable "test_process_2_machinery"')
-        self.assertEqual(var.target, 'variables.test_process_2_machinery')
-
-    def test_get_parameters_variables_for_simulation_native_ids_data_types(self):
-        filename = os.path.join(self.FIXTURES_DIRNAME, 'Escherichia-coli-K12-WT.zip')
-        params, sims, vars, plots = get_parameters_variables_outputs_for_simulation(filename, None, SteadyStateSimulation, native_ids=True, native_data_types=True)
-
-        self.assertEqual(len(params), 1620)
-
-        param = next(param for param in params if param.id == 'amino_acid_concentration.Y_MIN')
-        self.assertEqual(param.name, None)
-        self.assertEqual(param.target, 'parameters.functions.amino_acid_concentration.parameters.Y_MIN')
-        self.assertEqual(param.new_value, -math.inf)
-
-        self.assertEqual(len(sims), 1)
-        sim = sims[0]
-        self.assertIsInstance(sim, SteadyStateSimulation)
-        self.assertEqual(sim.algorithm.kisao_id, 'KISAO_0000669')
-        self.assertEqual(sim.algorithm.changes, [])
-
-        self.assertEqual(len(vars), 15766)
-
-        self.assertEqual(vars[0].id, None)
-        self.assertEqual(vars[0].name, None)
-        self.assertEqual(vars[0].target, 'objective')
-
-        var = next(var for var in vars if var.id == 'M_pqq_p')
-        self.assertEqual(var.name, None)
-        self.assertEqual(var.target, 'constraints.M_pqq_p')
-
-        var = next(var for var in vars if var.id == 'test_process_2_machinery')
-        self.assertEqual(var.name, None)
-        self.assertEqual(var.target, 'variables.test_process_2_machinery')
-
-    def test_get_parameters_variables_for_simulation_error_handling(self):
-        with self.assertRaises(ValueError):
-            get_parameters_variables_outputs_for_simulation(None, None, None)
-
-        filename = os.path.join(self.FIXTURES_DIRNAME, 'Escherichia-coli-K12-WT.zip')
-        with self.assertRaises(NotImplementedError):
-            get_parameters_variables_outputs_for_simulation(filename, None, None)
+    pass
+    # FIXTURES_DIRNAME = os.path.join(os.path.dirname(__file__), '..', '..', 'fixtures', 'rba')
+
+    # def test_get_parameters_variables_for_simulation(self):
+    #     filename = os.path.join(self.FIXTURES_DIRNAME, 'Escherichia-coli-K12-WT.zip')
+    #     params, sims, vars, plots = get_parameters_variables_outputs_for_simulation(filename, None, SteadyStateSimulation)
+    #
+    #     self.assertEqual(len(params), 1620)
+    #
+    #     param = next(param for param in params if param.id == 'parameter_amino_acid_concentration_Y_MIN')
+    #     self.assertEqual(param.name, 'Value of parameter "Y_MIN" of function "amino_acid_concentration"')
+    #     self.assertEqual(param.target, 'parameters.functions.amino_acid_concentration.parameters.Y_MIN')
+    #     self.assertEqual(param.new_value, '-inf')
+    #
+    #     self.assertEqual(len(sims), 1)
+    #     sim = sims[0]
+    #     self.assertIsInstance(sim, SteadyStateSimulation)
+    #     self.assertEqual(sim.algorithm.kisao_id, 'KISAO_0000669')
+    #     self.assertEqual(sim.algorithm.changes, [])
+    #
+    #     self.assertEqual(len(vars), 15766)
+    #
+    #     self.assertEqual(vars[0].id, 'objective')
+    #     self.assertEqual(vars[0].name, 'Value of objective')
+    #     self.assertEqual(vars[0].target, 'objective')
+    #
+    #     var = next(var for var in vars if var.id == 'M_pqq_p')
+    #     self.assertEqual(var.name, 'Dual of constraint "M_pqq_p"')
+    #     self.assertEqual(var.target, 'constraints.M_pqq_p')
+    #
+    #     var = next(var for var in vars if var.id == 'test_process_2_machinery')
+    #     self.assertEqual(var.name, 'Primal of variable "test_process_2_machinery"')
+    #     self.assertEqual(var.target, 'variables.test_process_2_machinery')
+    #
+    # def test_get_parameters_variables_for_simulation_native_ids_data_types(self):
+    #     filename = os.path.join(self.FIXTURES_DIRNAME, 'Escherichia-coli-K12-WT.zip')
+    #     params, sims, vars, plots = get_parameters_variables_outputs_for_simulation(filename, None, SteadyStateSimulation, native_ids=True, native_data_types=True)
+    #
+    #     self.assertEqual(len(params), 1620)
+    #
+    #     param = next(param for param in params if param.id == 'amino_acid_concentration.Y_MIN')
+    #     self.assertEqual(param.name, None)
+    #     self.assertEqual(param.target, 'parameters.functions.amino_acid_concentration.parameters.Y_MIN')
+    #     self.assertEqual(param.new_value, -math.inf)
+    #
+    #     self.assertEqual(len(sims), 1)
+    #     sim = sims[0]
+    #     self.assertIsInstance(sim, SteadyStateSimulation)
+    #     self.assertEqual(sim.algorithm.kisao_id, 'KISAO_0000669')
+    #     self.assertEqual(sim.algorithm.changes, [])
+    #
+    #     self.assertEqual(len(vars), 15766)
+    #
+    #     self.assertEqual(vars[0].id, None)
+    #     self.assertEqual(vars[0].name, None)
+    #     self.assertEqual(vars[0].target, 'objective')
+    #
+    #     var = next(var for var in vars if var.id == 'M_pqq_p')
+    #     self.assertEqual(var.name, None)
+    #     self.assertEqual(var.target, 'constraints.M_pqq_p')
+    #
+    #     var = next(var for var in vars if var.id == 'test_process_2_machinery')
+    #     self.assertEqual(var.name, None)
+    #     self.assertEqual(var.target, 'variables.test_process_2_machinery')
+    #
+    # def test_get_parameters_variables_for_simulation_error_handling(self):
+    #     with self.assertRaises(ValueError):
+    #         get_parameters_variables_outputs_for_simulation(None, None, None)
+    #
+    #     filename = os.path.join(self.FIXTURES_DIRNAME, 'Escherichia-coli-K12-WT.zip')
+    #     with self.assertRaises(NotImplementedError):
+    #         get_parameters_variables_outputs_for_simulation(filename, None, None)
diff --git a/tests/model_lang/rba/test_rba_validation.py b/tests/model_lang/rba/test_rba_validation.py
index b8fd3751..c262f6a3 100644
--- a/tests/model_lang/rba/test_rba_validation.py
+++ b/tests/model_lang/rba/test_rba_validation.py
@@ -1,40 +1,41 @@
-from biosimulators_utils.model_lang.rba import validation
-from biosimulators_utils.utils.core import flatten_nested_list_of_strings
-import os
-import rba
+# from biosimulators_utils.model_lang.rba import validation
+# from biosimulators_utils.utils.core import flatten_nested_list_of_strings
+# import os
+# import rba
 import unittest
 
 
 class RbaValidationTestCase(unittest.TestCase):
-    FIXTURE_DIRNAME = os.path.join(os.path.dirname(__file__), '..', '..', 'fixtures', 'rba')
+    pass
+    # FIXTURE_DIRNAME = os.path.join(os.path.dirname(__file__), '..', '..', 'fixtures', 'rba')
 
-    def test(self):
-        filename = os.path.join(self.FIXTURE_DIRNAME, 'Escherichia-coli-K12-WT.zip')
-        errors, warnings, model = validation.validate_model(filename)
-        self.assertEqual(errors, [])
-        self.assertEqual(warnings, [])
-        self.assertIsInstance(model, rba.model.RbaModel)
-
-        filename = None
-        errors, warnings, model = validation.validate_model(filename)
-        self.assertIn('is not a path', flatten_nested_list_of_strings(errors))
-        self.assertEqual(warnings, [])
-        self.assertEqual(model, None)
-
-        filename = os.path.join(self.FIXTURE_DIRNAME, 'not exist.zip')
-        errors, warnings, model = validation.validate_model(filename)
-        self.assertIn('does not exist', flatten_nested_list_of_strings(errors))
-        self.assertEqual(warnings, [])
-        self.assertEqual(model, None)
-
-        filename = __file__
-        errors, warnings, model = validation.validate_model(filename)
-        self.assertIn('is not a valid RBA', flatten_nested_list_of_strings(errors))
-        self.assertEqual(warnings, [])
-        self.assertEqual(model, None)
-
-        filename = os.path.join(self.FIXTURE_DIRNAME, 'Escherichia-coli-K12-WT-invalid.zip')
-        errors, warnings, model = validation.validate_model(filename)
-        self.assertIn('is not a valid RBA', flatten_nested_list_of_strings(errors))
-        self.assertEqual(warnings, [])
-        self.assertEqual(model, None)
+    # def test(self):
+        # filename = os.path.join(self.FIXTURE_DIRNAME, 'Escherichia-coli-K12-WT.zip')
+        # errors, warnings, model = validation.validate_model(filename)
+        # self.assertEqual(errors, [])
+        # self.assertEqual(warnings, [])
+        # self.assertIsInstance(model, rba.model.RbaModel)
+        #
+        # filename = None
+        # errors, warnings, model = validation.validate_model(filename)
+        # self.assertIn('is not a path', flatten_nested_list_of_strings(errors))
+        # self.assertEqual(warnings, [])
+        # self.assertEqual(model, None)
+        #
+        # filename = os.path.join(self.FIXTURE_DIRNAME, 'not exist.zip')
+        # errors, warnings, model = validation.validate_model(filename)
+        # self.assertIn('does not exist', flatten_nested_list_of_strings(errors))
+        # self.assertEqual(warnings, [])
+        # self.assertEqual(model, None)
+        #
+        # filename = __file__
+        # errors, warnings, model = validation.validate_model(filename)
+        # self.assertIn('is not a valid RBA', flatten_nested_list_of_strings(errors))
+        # self.assertEqual(warnings, [])
+        # self.assertEqual(model, None)
+        #
+        # filename = os.path.join(self.FIXTURE_DIRNAME, 'Escherichia-coli-K12-WT-invalid.zip')
+        # errors, warnings, model = validation.validate_model(filename)
+        # self.assertIn('is not a valid RBA', flatten_nested_list_of_strings(errors))
+        # self.assertEqual(warnings, [])
+        # self.assertEqual(model, None)
diff --git a/tests/ref/test_ref_utils.py b/tests/ref/test_ref_utils.py
index 740ecda3..30715123 100644
--- a/tests/ref/test_ref_utils.py
+++ b/tests/ref/test_ref_utils.py
@@ -22,12 +22,13 @@ def setUp(self):
     def tearDown(self):
         shutil.rmtree(self.dirname)
 
+    @unittest.skip("avoiding network requests in CI")
     def test_search_entrez_records(self):
         self.assertEqual(utils.search_entrez_records('pmc', '23184105[pmid]')['IdList'], ['5813803'])
-        time.sleep(1)
+        time.sleep(5)
 
         self.assertEqual(utils.search_entrez_records('pmc', 'abc[pmid]')['Count'], '0')
-        time.sleep(1)
+        time.sleep(5)
 
         with self.assertRaisesRegex(TypeError, 'must be a non-empty string'):
             utils.search_entrez_records('pmc', None)
@@ -36,9 +37,10 @@ def test_search_entrez_records(self):
         with self.assertRaisesRegex(TypeError, 'must be a non-empty string'):
             utils.search_entrez_records('pmc', 23184105)
 
+    @unittest.skip("avoiding network requests in CI")
     def test_get_entrez_record(self):
         self.assertEqual(utils.get_entrez_record('pmc', '5813803')['Id'], '5813803')
-        time.sleep(1)
+        time.sleep(5)
 
         with self.assertRaisesRegex(ValueError, 'is not a valid id'):
             utils.get_entrez_record('pubmed', 'abc')
@@ -46,58 +48,61 @@ def test_get_entrez_record(self):
         with self.assertRaisesRegex(TypeError, 'must be a string'):
             utils.get_entrez_record('pmc', None)
 
+    @unittest.skip("avoiding network requests in CI")
     @flaky.flaky(max_runs=5, min_passes=1)
     def test_get_pubmed_central_id(self):
         self.assertEqual(utils.get_pubmed_central_id('23184105'), 'PMC5813803')
-        time.sleep(1)
+        time.sleep(5)
 
         self.assertEqual(utils.get_pubmed_central_id('1234'), None)
-        time.sleep(1)
+        time.sleep(5)
 
         self.assertEqual(utils.get_pubmed_central_id(1234), None)
-        time.sleep(1)
+        time.sleep(5)
 
         self.assertEqual(utils.get_pubmed_central_id('abc'), None)
-        time.sleep(1)
+        time.sleep(5)
 
         self.assertEqual(utils.get_pubmed_central_id(None), None)
-        time.sleep(1)
+        time.sleep(5)
 
+    @unittest.skip("avoiding network requests in CI")
     def test_get_reference_from_pubmed(self):
         ref = utils.get_reference_from_pubmed('1234')
         self.assertEqual(ref.journal, 'Drug metabolism and disposition: the biological fate of chemicals')
         self.assertEqual(ref.year, '1975')
-        time.sleep(1)
+        time.sleep(5)
 
         ref = utils.get_reference_from_pubmed('23184105')
         self.assertEqual(ref.year, '2012')
         self.assertEqual(ref.pubmed_central_id, 'PMC5813803')
         self.assertEqual(ref.doi, '10.1542/peds.2012-2758')
-        time.sleep(1)
+        time.sleep(5)
 
         ref = utils.get_reference_from_pubmed(pubmed_id=None, doi='10.1542/peds.2012-2758')
         self.assertEqual(ref.year, '2012')
         self.assertEqual(ref.pubmed_id, '23184105')
         self.assertEqual(ref.pubmed_central_id, 'PMC5813803')
         self.assertEqual(ref.doi, '10.1542/peds.2012-2758')
-        time.sleep(1)
+        time.sleep(5)
 
         ref = utils.get_reference_from_pubmed(pubmed_id=None, doi='10.1103/PhysRevLett.127.104301x')
         self.assertEqual(ref, None)
-        time.sleep(1)
+        time.sleep(5)
 
         ref = utils.get_reference_from_pubmed(None, None)
         self.assertEqual(ref, None)
-        time.sleep(1)
+        time.sleep(5)
 
         with self.assertRaisesRegex(ValueError, 'not a valid id'):
             utils.get_reference_from_pubmed(pubmed_id='abc')
-        time.sleep(1)
+        time.sleep(5)
 
         with self.assertRaises(ValueError):
             utils.get_reference_from_pubmed('000')
-        time.sleep(1)
+        time.sleep(5)
 
+    @unittest.skip("avoiding network requests in CI")
     def test_get_reference_from_crossref(self):
         ref = utils.get_reference_from_crossref('10.1542/peds.2012-2758')
         self.assertEqual(ref.year, '2012')
@@ -105,6 +110,7 @@ def test_get_reference_from_crossref(self):
         self.assertEqual(ref.pubmed_central_id, None)
         self.assertEqual(ref.doi, '10.1542/peds.2012-2758')
 
+    @unittest.skip("avoiding network requests in CI")
     def test_get_reference(self):
         authors = [
             [
@@ -135,7 +141,7 @@ def test_get_reference(self):
         self.assertEqual(ref.pubmed_id, '23184105')
         self.assertEqual(ref.pubmed_central_id, 'PMC5813803')
         self.assertEqual(ref.doi, '10.1542/peds.2012-2758')
-        time.sleep(1)
+        time.sleep(5)
 
         ref = utils.get_reference(doi='10.1542/peds.2012-2758')
         self.assertIn(ref.authors, authors)
@@ -144,15 +150,16 @@ def test_get_reference(self):
         self.assertEqual(ref.pubmed_id, '23184105')
         self.assertEqual(ref.pubmed_central_id, 'PMC5813803')
         self.assertEqual(ref.doi, '10.1542/peds.2012-2758')
-        time.sleep(1)
+        time.sleep(5)
 
         ref = utils.get_reference(pubmed_id='1234')
         self.assertEqual(ref.doi, None)
-        time.sleep(1)
+        time.sleep(5)
 
         with self.assertRaises(ValueError):
             utils.get_reference()
 
+    @unittest.skip("avoiding network requests in CI")
     def test_get_pubmed_central_open_access_graphics(self):
         shutil.rmtree(self.dirname)
 
@@ -166,6 +173,7 @@ def test_get_pubmed_central_open_access_graphics(self):
         self.assertTrue(images[0].caption.startswith('<p xmlns:xlink'))
         self.assertTrue(os.path.isfile(images[0].filename))
 
+    @unittest.skip("avoiding network requests in CI")
     def test_download_pubmed_central_record(self):
         tgz_filename = os.path.join(self.dirname, 'record.tar.gz')
 
diff --git a/tests/sedml/test_sedml_model_utils.py b/tests/sedml/test_sedml_model_utils.py
index d845d677..5cca50e6 100644
--- a/tests/sedml/test_sedml_model_utils.py
+++ b/tests/sedml/test_sedml_model_utils.py
@@ -49,15 +49,15 @@ def test_get_parameters_variables_for_simulation(self):
             target_namespaces={'cellml': 'http://www.cellml.org/cellml/1.0#'},
         )))
 
-        # RBA
-        filename = os.path.join(self.FIXTURES_DIRNAME, 'rba', 'Escherichia-coli-K12-WT.zip')
-        params, sims, vars, plots = model_utils.get_parameters_variables_outputs_for_simulation(
-            filename, ModelLanguage.RBA, SteadyStateSimulation, None)
-        self.assertTrue(vars[0].is_equal(Variable(
-            id='objective',
-            name='Value of objective',
-            target='objective',
-        )))
+        # # RBA
+        # filename = os.path.join(self.FIXTURES_DIRNAME, 'rba', 'Escherichia-coli-K12-WT.zip')
+        # params, sims, vars, plots = model_utils.get_parameters_variables_outputs_for_simulation(
+        #     filename, ModelLanguage.RBA, SteadyStateSimulation, None)
+        # self.assertTrue(vars[0].is_equal(Variable(
+        #     id='objective',
+        #     name='Value of objective',
+        #     target='objective',
+        # )))
 
         # SBML
         filename = os.path.join(self.FIXTURES_DIRNAME, 'BIOMD0000000297.xml')
diff --git a/tests/sedml/test_sedml_validation.py b/tests/sedml/test_sedml_validation.py
index c8d9376e..1eef9617 100644
--- a/tests/sedml/test_sedml_validation.py
+++ b/tests/sedml/test_sedml_validation.py
@@ -903,16 +903,16 @@ def test_validate_model_with_language(self):
         self.assertIn("is not valid against the schema", flatten_nested_list_of_strings(errors))
         self.assertEqual(warnings, [])
 
-        # RBA
-        filename = os.path.join(os.path.dirname(__file__), '..', 'fixtures', 'rba', 'Escherichia-coli-K12-WT.zip')
-        errors, warnings, _ = validation.validate_model_with_language(filename, data_model.ModelLanguage.RBA)
-        self.assertEqual(errors, [])
-        self.assertEqual(warnings, [])
-
-        filename = os.path.join(os.path.dirname(__file__), '..', 'fixtures', 'rba', 'Escherichia-coli-K12-WT-invalid.zip')
-        errors, warnings, _ = validation.validate_model_with_language(filename, data_model.ModelLanguage.RBA)
-        self.assertIn("expected '>'", flatten_nested_list_of_strings(errors))
-        self.assertEqual(warnings, [])
+        # # RBA
+        # filename = os.path.join(os.path.dirname(__file__), '..', 'fixtures', 'rba', 'Escherichia-coli-K12-WT.zip')
+        # errors, warnings, _ = validation.validate_model_with_language(filename, data_model.ModelLanguage.RBA)
+        # self.assertEqual(errors, [])
+        # self.assertEqual(warnings, [])
+        #
+        # filename = os.path.join(os.path.dirname(__file__), '..', 'fixtures', 'rba', 'Escherichia-coli-K12-WT-invalid.zip')
+        # errors, warnings, _ = validation.validate_model_with_language(filename, data_model.ModelLanguage.RBA)
+        # self.assertIn("expected '>'", flatten_nested_list_of_strings(errors))
+        # self.assertEqual(warnings, [])
 
         # "Smoldyn won't load in github; 'ModuleNotFoundError: No module named 'biosimulators_simularium''"
         # # Smoldyn