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update CHANGES.md for 24.08 (#1632)
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zingale authored Aug 1, 2024
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# 24.08

* autodiff is now used with the templated reaction networks (#1614)
+ some autodiff clean-ups and derivative fixes (#1604, #1612,
#1613, #1616, #1619, #1633)

* we can now output warnings from GPUs if you compile with
`USE_GPU_PRINTF=TRUE` (#1629, #1635)

* documentation improvements (#1570, #1628)

* a new jacobian unit (`jac_cell`) test was added that compares the
numerical and analytic Jacobians (#1618)

* support for Strang + NSE has been removed. NSE only works with
SDC now (#1549, #1621)

* the network `CNO_He_burn` was added for explosive H/He burning
(#1622)

* code clean-ups (#1582, #1602, #1609, #1623, #1624, #1625, #1626,
#1627, #1631, #1639)

* `test_nse_net` now also tests the NSE EOS interface (#1621)

* the self-consistent NSE + SDC update has been synced with the
tabular NSE implementation (#1569, #1607, #1617)

* `test_jac` was not correctly evaluating the numerical Jacobian
(#1615)

* the `fast_atan` function is now more accurate (#1611)

* `test_ase` was renamed `test_nse_net` and the old `test_nse` was
removed (#1610)

* the old `test_screening` unit test was removed (#1608)

* the RKC integrator now supports NSE bailout (#1544)

* a second temperature check for tabular NSE was added -- above this
temperature we don't consider composition (#1547)

* a SDC+NSE unit test was added (#1548)

* a fast log and fast pow approximation was added (#1591)

* the primordial_chem network now uses the fast math routines (#1605)

* fix potential Inf in constexpr linear algebra (#1603)

# 24.07

* added an autodiff library and converted all of the screening
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