output
20142025
most citedGraphdiyne-metal contacts and graphdiyne transistors

113 citations

7 papers

q-bio.MN2025★ 1 cited

Enumeration of Autocatalytic Subsystems in Large Chemical Reaction Networks

Richard Golnik, Thomas Gatter, Peter F. Stadler +1

Autocatalysis is an important feature of metabolic networks, contributing crucially to the self-maintenance of organisms. Autocatalytic subsystems of chemical reaction networks (CR…

cond-mat.mtrl-sci2025★ 5 cited

Functional Unit: A New Perspective on Materials Science Research Paradigms

Caichao Ye, Tao Feng, Weishu Liu +1

New materials have long marked the civilization level, serving as an impetus for technological progress and societal transformation. The classic structure-property correlations wer…

physics.chem-ph2025★ 100 cited

DeePMD-kit v3: A Multiple-Backend Framework for Machine Learning Potentials

Jinzhe Zeng, Duo Zhang, Anyang Peng +44

In recent years, machine learning potentials (MLPs) have become indispensable tools in physics, chemistry, and materials science, driving the development of software packages for m…

cs.LG2021★ 2 cited

Memory-Efficient Differentiable Transformer Architecture Search

Yuekai Zhao, Li Dong, Yelong Shen +3

Differentiable architecture search (DARTS) is successfully applied in many vision tasks. However, directly using DARTS for Transformers is memory-intensive, which renders the searc…

q-bio.NC2021★ 3 cited

Entanglement in Cognition violating Bell Inequalities Beyond Cirel'son's Bound

Diederik Aerts, Jonito Aerts Arguëlles, Lester Beltran +2

We present the results of two tests where a sample of human participants were asked to make judgements about the conceptual combinations {\it The Animal Acts} and {\it The Animal e…

math.HO2017★ 4 cited

The unexpected resurgence of Weyl geometry in late 20-th century physics

Erhard Scholz

Weyl's original scale geometry of 1918 ("purely infinitesimal geometry") was withdrawn by its author from physical theorizing in the early 1920s. It had a comeback in the last thir…