LDD-RFM: Learnable Domain Decomposition for Random Feature Models via Variable Projection
LDD-RFM: Learnable Domain Decomposition for Random Feature Models via Variable Projection. NeurIPS 2026 (accepted), 2026.
zhaohui-fu
•
•
1 min read
IADR: Interface-Augmented Neural Operator for Phase-Field Mean-Curvature Flow
IADR: Interface-Augmented Neural Operator for Phase-Field Mean-Curvature Flow. NeurIPS 2026 (accepted), 2026.
qinyi-zhang
Higher Order Far-Field Boundary Conditions for Crystalline Defects
Higher Order Far-Field Boundary Conditions for Crystalline Defects. SIAM J. Numer. Anal., 63(2), 2025.
julian-braun
Flexible Uncertainty Calibration for Machine-Learned Interatomic Potentials
Flexible Uncertainty Calibration for Machine-Learned Interatomic Potentials. npj Comput. Mater., 2026.
cheuk-hin-ho
Fine-Tuning Universal Machine-Learned Interatomic Potentials: A Tutorial on Methods and Applications
Fine-Tuning Universal Machine-Learned Interatomic Potentials: A Tutorial on Methods and Applications. J. Appl. Phys., 139:041101, 2026.
xiaoqing-liu
Elastic Far-field Decay from Dislocations in Multilattices
Elastic Far-field Decay from Dislocations in Multilattices. Multiscale Model. Simul., 21(4), 2023.
derek-olson
Efficient a Posteriori Error Control of a Consistent Atomistic/Continuum Coupling Method for Two Dimensional Crystalline Defects
Efficient a Posteriori Error Control of a Consistent Atomistic/Continuum Coupling Method for Two Dimensional Crystalline Defects. J. Sci. Comput., 97:51, 2023.
An Atomic Cluster Expansion Potential for Twisted Multilayer Graphene
An Atomic Cluster Expansion Potential for Twisted Multilayer Graphene. Mach. Learn.: Sci. Technol., 6:045040, 2025.
Amplitude Expansion Phase Field Crystal (APFC) Modeling based Efficient Dislocation Simulations using Fourier Pseudospectral Method
Amplitude Expansion Phase Field Crystal (APFC) Modeling based Efficient Dislocation Simulations using Fourier Pseudospectral Method. J. Sci. Comput., 108:57, 2026.
xinyi-wei
Adaptive QM/MM Coupling for Crystalline Defects
Adaptive QM/MM Coupling for Crystalline Defects. Comput. Methods Appl. Mech. Engrg., 354:351–368, 2019.
huajie-chen