M. Liu

activity

20212025

most citedTight-Binding Bandstructure of

β -

and

α -

phase Ga

_{2}

_{3}

and Al

_{2}

_{3}

17 citations · 17 across the 4 of their papers we have counts for

collaborators

4 papers

cs.LG2025

Exploring Protein Language Model Architecture-Induced Biases for Antibody Comprehension

Mengren, Liu, Yixiang Zhang +2

Recent advances in protein language models (PLMs) have demonstrated remarkable capabilities in understanding protein sequences. However, the extent to which different model archite…

cond-mat.mtrl-sci2025

Accelerating and enhancing thermodynamic simulations of electrochemical interfaces

Xiaochen Du, Mengren Liu, Jiayu Peng +6

Electrochemical interfaces are crucial in catalysis, energy storage, and corrosion, where their stability and reactivity depend on complex interactions between the electrode, adsor…

cond-mat.mtrl-sci2023

Reinforcement learning-guided long-timescale simulation of hydrogen transport in metals

Hao Tang, Boning Li, Yixuan Song +5

Atomic diffusion in solids is an important process in various phenomena. However, atomistic simulations of diffusion processes are confronted with the timescale problem: the access…

cond-mat.mes-hall2021★ 17 cited

Tight-Binding Bandstructure of $β -$ and $α -$ phase Ga $_{2}$ O $_{3}$ and Al $_{2}$ O $_{3}$

Yifan, Zhang, Mengren +3

Rapid design and development of the emergent ultra-wide bandgap semiconductors Ga $_{2}$ O $_{3}$ and Al $_{2}$ O $_{3}$ requires a compact model of their electronic structures, accurate over th…

Exploring Protein Language Model Architecture-Induced Biases for Antibody Comprehension

Accelerating and enhancing thermodynamic simulations of electrochemical interfaces

Reinforcement learning-guided long-timescale simulation of hydrogen transport in metals

Tight-Binding Bandstructure of β− and α− phase Ga2​O3​ and Al2​O3​

Tight-Binding Bandstructure of $β -$ and $α -$ phase Ga $_{2}$ O $_{3}$ and Al $_{2}$ O $_{3}$