Bug Fix:

add check and update code format in exx by @linpeize in deepmodeling#6244
add exx nscf file check by @linpeize in deepmodeling#6289
fix bug in Pseudopot_upf::set_empty_element() by @linpeize in deepmodeling#6424
Cherry-picked #5775 to resolve the single-precision version error. by @zgn-26714 in deepmodeling#6418
Fix: DFT+U nscf calculation of nspin=1 and output onsite.dm with out_chg>=0 by @dyzheng in deepmodeling#6550
Fix: stress error with nscf by @dyzheng in deepmodeling#6556
fix: the Nan value when rho is negative in ELF by @pxlxingliang in deepmodeling#6574
cherry-pick #6233: Resolve MPI communication issue (R coordinate mismatch problem during sparse matrix generation) by @zgn-26714 in deepmodeling#6555
refactor: output the latest structure to STRU_NOW.cif in relax/cell-relax by @pxlxingliang in deepmodeling#6587
Fix: screen output redundant by @dyzheng in deepmodeling#6621
Fix: do not overwrite the input k-point weights in ibz_kpoint by @maki49 in deepmodeling#6552
Update supported shorthand names of xc functionals from develop branch by @ahxbcn in deepmodeling#6629
Fix: Use B3LYP does not enter Exx loop by @ahxbcn in deepmodeling#6663
fix the input parameter in examples/spin_polarized/ATOM/INPUT by @pxlxingliang in deepmodeling#6661
Add: D3 zero-damping parameters for PBEsol (issue#6646) (#6660) by @dyzheng in deepmodeling#6670
Fix the wrong HF Coulomb at nspin=2 by @maki49 in deepmodeling#6672
Fix nspin=2 bug in write_Vxc by @maki49 in deepmodeling#6702

Performance:

Feature: Implement cal_force_op for sincos parallel by @jieli-matrix in deepmodeling#6265
Removed the temporary variable DMRGint_full when transitioning from 2D block parallelism to serial in Hcontainer. by @zgn-26714 in deepmodeling#6487
Removed the temporary variable hRGintCd when transitioning from 2D block parallelism to serial in Hcontainer. by @zgn-26714 in deepmodeling#6488
Added the serial version incorporating code changes from #6487 and #6488. by @zgn-26714 in deepmodeling#6511
Fixed memory leaks and output bugs according to #6515 and #6518. by @zgn-26714 in deepmodeling#6585
cherry-pick #6392 to support GPU version of cal_force_cc under LCAO basis set by @zgn-26714 in deepmodeling#6583
Refactor: decrease memory cost of get_s (#5979) by @dyzheng in deepmodeling#6627
Feature: add use_k_continuity method for initializing psi with PW base by @dyzheng in deepmodeling#6724

[LTS] update toolchain version to 202502 by @QuantumMisaka in deepmodeling#6203
CI & CD : Trigger devcontainer build for LTS branches and tags by @jieli-matrix in deepmodeling#6210
Cherry-pick #6337 to resolve the issue where the LTS branch doesn't compile on CUDA Version >= 12.9 (issue #6443). by @zgn-26714 in deepmodeling#6584
[LTS] cherry-pick toolchain-202503 update to LTS by @QuantumMisaka in deepmodeling#6630
[LTS][develop][Toolchain] fix elpa-gpu installation problem in toolchain 202503 by @QuantumMisaka in deepmodeling#6631
[LTS] Version update to v3.10.1 by @dyzheng in deepmodeling#6651
Fix: update dockerfile to install LTS version by @dyzheng in deepmodeling#6666

Full Changelog: deepmodeling/abacus-develop@LTSv3.10.0...v3.10.1