Results 201 to 210 of about 114,482 (265)

Comprehensive evaluation of gas-bearing properties in ultra-deep basement reservoirs based on an optimizable support vector machine. [PDF]

Sci Rep
Huang X, Tang J, Zhao J, Li J, Yin S, Feng S, Li H.   +6 more
europepmc   +1 more source

Unifying Composition and Process Design: A Heterogeneous Graph Neural Network for Discovering High‐Performance Cu Alloys

Advanced Science, EarlyView.
By overcoming the fixed‐path limitations of conventional machine learning, a heterogeneous graph neural network fundamentally reconstructs material data representation. Integrating variable processing sequences with intrinsic elemental features, this framework enables exploratory optimization across high‐dimensional spaces.
Jie Yin, Qian Lei, Wei Yan, Yue Li, Tong Xie, Shuang Zhou, Chong Wang, Bram Hoex, Qiang Long, Caoyang Jiang, Min Song, Zhou Li, Zhangwei Wang   +12 more
wiley   +1 more source

A lightweight intelligent model for VOC mixture analysis: toward preclinical breath biomarker analysis. [PDF]

Front Bioeng Biotechnol
Fang X, Zha C, Fang W.
europepmc   +1 more source

High‐Throughput Data Generation and Transfer Learning Enabled Microstructure‐Property Integrated Design of Nickel‐Based Powder Metallurgy Superalloy

Advanced Science, EarlyView.
An integrated transfer learning framework integrates CALPHAD simulations, diffusion‐multiple experiments, and literature data to predict long‐term microstructural stability and short‐term mechanical properties of Ni‐based powder metallurgy superalloys. Based on these model predictions, a high‐performance, low‐density alloy, USTB‐PM750, is designed from
Zixin Li, Hongtao Zhang, Zichao Peng, Yuheng Zhang, Qian Lv, Yihuan Cao, Xuqing Wang, Huadong Fu, Jianxin Xie   +8 more
wiley   +1 more source

Research and Application of Mining-Induced Fracture Evolution and the Mechanism of Pressure Relief Gas Migration and Storage in Overlying Strata during Soft Rock Protective Layer Mining. [PDF]

ACS Omega
Cheng X, Yang Y, Zhao G, Chen Y.
europepmc   +1 more source

Efficient Screening of Organic Singlet Fission Molecules Using Graph Neural Networks

Advanced Science, EarlyView.
A high‐throughput screening framework based on graph neural networks (GNNs) and multi‐level validation facilitates the identification of singlet fission (SF) candidates. By efficiently predicting excitation energies across 20 million molecules, and integrating TDDFT calculations, synthetic accessibility assessments, and GW+BSE calculations, this ...
Li Fu, Longfei Lv, Fan Zhang, Si Zhou, Weiwei Gao, Jijun Zhao   +5 more
wiley   +1 more source

Forecasting deep shale gas production using a ROA-optimized Transformer-Mamba hybrid network. [PDF]

Sci Rep
He W, Li X, Wan Y, Wang N, Zhan H, Pei X, Wang L, Yu W, Zhou Y.   +8 more
europepmc   +1 more source

A Multiport Network-Based Integrated Sensing System Using Rectangular Cavity Resonators for Volatile Organic Compounds. [PDF]

Sensors (Basel)
Wang H, Huang J.
europepmc   +1 more source

Quantifying urban and landfill methane emissions in the United States using TROPOMI satellite data. [PDF]

Sci Adv
Wang X, Jacob DJ, Nesser H, Balasus N, Estrada LA, Sulprizio MP, Cusworth DH, Scarpelli TR, Chen Z, East JD, Varon DJ.   +10 more
europepmc   +1 more source

EU-ETS emergency reserve price curbs coal use and shields consumers during natural gas price shocks. [PDF]

Nat Commun
Bento AM, Koch N, Marmarelis ZE.
europepmc   +1 more source