I-TASSER-MTD: a deep-learning-based platform for multi-domain protein structure and function prediction

X Zhou, W Zheng, Y Li, R Pearce, C Zhang, EW Bell… - Nature …, 2022 - nature.com
Most proteins in cells are composed of multiple folding units (or domains) to perform
complex functions in a cooperative manner. Relative to the rapid progress in single-domain …

Mechanical properties of organic semiconductors for stretchable, highly flexible, and mechanically robust electronics

SE Root, S Savagatrup, AD Printz, D Rodriquez… - Chemical …, 2017 - ACS Publications
Mechanical deformability underpins many of the advantages of organic semiconductors. The
mechanical properties of these materials are, however, diverse, and the molecular …

Modules for experiments in stellar astrophysics (MESA): time-dependent convection, energy conservation, automatic differentiation, and infrastructure

AS Jermyn, EB Bauer, J Schwab… - The Astrophysical …, 2023 - iopscience.iop.org
We update the capabilities of the open-knowledge software instrument Modules for
Experiments in Stellar Astrophysics (MESA). The new auto _ diff module implements …

Tailoring electrolyte solvation for Li metal batteries cycled at ultra-low temperature

J Holoubek, H Liu, Z Wu, Y Yin, X Xing, G Cai, S Yu… - Nature energy, 2021 - nature.com
Lithium metal batteries hold promise for pushing cell-level energy densities beyond 300 Wh
kg− 1 while operating at ultra-low temperatures (below− 30° C). Batteries capable of both …

Direct correlation between void formation and lithium dendrite growth in solid-state electrolytes with interlayers

V Raj, V Venturi, VR Kankanallu, B Kuiri… - Nature Materials, 2022 - nature.com
Solid-state Li-ion batteries with lithium anodes offer higher energy densities and are safer
than conventional liquid electrolyte-based Li-ion batteries. However, the growth of lithium …

Branchformer: Parallel mlp-attention architectures to capture local and global context for speech recognition and understanding

Y Peng, S Dalmia, I Lane… - … Conference on Machine …, 2022 - proceedings.mlr.press
Conformer has proven to be effective in many speech processing tasks. It combines the
benefits of extracting local dependencies using convolutions and global dependencies …

A fundamental look at electrocatalytic sulfur reduction reaction

L Peng, Z Wei, C Wan, J Li, Z Chen, D Zhu… - Nature Catalysis, 2020 - nature.com
The fundamental kinetics of the electrocatalytic sulfur reduction reaction (SRR), a complex
16-electron conversion process in lithium–sulfur batteries, is so far insufficiently explored …

Multiwavelet-based operator learning for differential equations

G Gupta, X Xiao, P Bogdan - Advances in neural …, 2021 - proceedings.neurips.cc
The solution of a partial differential equation can be obtained by computing the inverse
operator map between the input and the solution space. Towards this end, we introduce a …

Stereoselective amino acid synthesis by synergistic photoredox-pyridoxal radical biocatalysis

L Cheng, D Li, BK Mai, Z Bo, L Cheng, P Liu, Y Yang - Science, 2023 - science.org
Developing synthetically useful enzymatic reactions that are not known in biochemistry and
organic chemistry is an important challenge in biocatalysis. Through the synergistic merger …

Electrolyte design implications of ion-pairing in low-temperature Li metal batteries

J Holoubek, K Kim, Y Yin, Z Wu, H Liu, M Li… - Energy & …, 2022 - pubs.rsc.org
Lithium metal batteries are capable of pushing cell energy densities beyond what is
currently achievable with commercial Li-ion cells and are the ideal technology for supplying …