Results 181 to 190 of about 154,173 (259)

Quantum Machine Learning Algorithms for Drug Discovery Applications. [PDF]

J Chem Inf Model, 2021
Batra K, Zorn KM, Foil DH, Minerali E, Gawriljuk VO, Lane TR, Ekins S.   +6 more
europepmc   +1 more source

Non‐Equilibrium Synthesis Methods to Create Metastable and High‐Entropy Nanomaterials

Advanced Science, EarlyView.
ABSTRACT Stabilizing multiple elements within a single phase enables the creation of advanced materials with exceptional properties arising from their complex composition. However, under equilibrium conditions, the Hume–Rothery rules impose strict limitations on solid‐state miscibility, restricting combinations of elements with mismatched crystal ...
Shuo Liu, Chaochao Dun, Jeffrey J. Urban, Mark T. Swihart   +3 more
wiley   +1 more source

An integrated strategy based on radiomics and quantum machine learning: diagnosis and clinical interpretation of pulmonary ground-glass nodules. [PDF]

BMC Med Imaging
Huang X, Xu F, Zhu W, Yao L, He J, Su J, Zhao W, Hu H.   +7 more
europepmc   +1 more source

Data‐Driven Design and Fabrication of Heat‐Resistant, Ultrastrong, Lightweight Aluminum‐Based Entropy Alloy by Additive Manufacturing

Advanced Science, EarlyView.
A data‐driven strategy integrating quantum machine learning (QML) and high‐throughput computing overcomes hot‐cracking limitation to design a novel lightweight aluminum‐based entropy alloy for additive manufacturing. The fabrication transforms brittle intermetallics into deformable hierarchical nanostructures, yielding ultrastrong strength (>1 GPa) and
Enmao Wang, Chao Ding, Danyang Zhou, Chenjin Xu, Swee Leong Sing, Jianzhong Jiang, Huibin Wu   +6 more
wiley   +1 more source

Nanozyme Microrobots: Programmable Spatiotemporal Catalysis for Targeted Therapy and Diagnostics

Advanced Science, EarlyView.
This review presents nanozyme microrobots as emerging catalytic systems that integrate mobility, external actuation, and adaptive reactivity to achieve precise biochemical functions. By examining mobility‐regulated catalysis, spatial targeting, integrated designs, and translational demonstrations, the article highlights how nanozyme robotics enables ...
Hong Huy Tran, Nil Kanatha Pandey, David P. Cormode, Daeyeon Lee, Edward Steager, Hyun Koo   +5 more
wiley   +1 more source

Quantum machine learning with Adaptive Boson Sampling via post-selection. [PDF]

Nat Commun
Hoch F, Caruccio E, Rodari G, Francalanci T, Suprano A, Giordani T, Carvacho G, Spagnolo N, Koudia S, Proietti M, Liorni C, Cerocchi F, Albiero R, Di Giano N, Gardina M, Ceccarelli F, Corrielli G, Chabaud U, Osellame R, Dispenza M, Sciarrino F.   +20 more
europepmc   +1 more source

Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network. [PDF]

Cognit Comput, 2022
Amin J, Sharif M, Gul N, Kadry S, Chakraborty C.   +4 more
europepmc   +1 more source

ML Workflows for Screening Degradation‐Relevant Properties of Forever Chemicals

Advanced Science, EarlyView.
The environmental persistence of per‐ and polyfluoroalkyl substances (PFAS) necessitates efficient remediation strategies. This study presents physics‐informed machine learning workflows that accurately predict critical degradation properties, including bond dissociation energies and polarizability.
Pranoy Ray, Andrew R. Castillo, Manoj Kolel‐Veetil, Surya R. Kalidindi   +3 more
wiley   +1 more source

Quantum machine learning-based electrokinetic mining for the identification of nanoparticles and exosomes with minimal training data. [PDF]

Bioact Mater
Thakur A, Santos Bezerra PC, Abhishek, Zeng S, Zhang K, Treptow W, Luna A, Dougherty U, Kwesi A, Huang IR, Bestvina C, Garassino MC, Duan F, Gokhale Y, Duan B, Chen Y, Lian Q, Bissonnette M, Huang J, Chen HJ.   +19 more
europepmc   +1 more source

Fitting quantum machine learning potentials to experimental free energy data: predicting tautomer ratios in solution. [PDF]

Chem Sci, 2021
Wieder M, Fass J, Chodera JD.
europepmc   +1 more source