Results 271 to 280 of about 601,117 (314)

Machine Learning Interatomic Potentials for Energy Materials: Architectures, Training Strategies, and Applications

Advanced Energy Materials, EarlyView.
Machine learning interatomic potentials bridge quantum accuracy and computational efficiency for materials discovery. Architectures from Gaussian process regression to equivariant graph neural networks, training strategies including active learning and foundation models, and applications in solid‐state electrolytes, batteries, electrocatalysts ...
In Kee Park, Saeed Pourasad, Jinhong Mun, Arunkumar Chitteth Rajan, Tae Hyeon Park, Anand Rohit, Mohammad Zafari, Tan‐Lien Pham, Eunjae Jung, Bonseung Koo, Miran Ha, Gi Beom Sim, Hyun Gyu Park, Won Woong Choi, Kwanghyeon Jo, Soohaeng Yoo Willow, David ChangMo Yang, Chang Woo Myung, Geunsik Lee, Kwang S. Kim   +19 more
wiley   +1 more source

Diagnostic Performance and Reliability of RADS Classification Systems for Solitary Bone Lesions. [PDF]

Radiol Imaging Cancer
Harlianto NI.
europepmc   +1 more source

The Baby and the Bathwater. [PDF]

J Grad Med Educ
Menzin ER.
europepmc   +1 more source

Trends in antipsychotic drug utilisation and indication in the paediatric population: a nationwide cohort study in Sweden. [PDF]

BMJ Ment Health
S Kamgang KH, Pasternak B, Reutfors J, Pradhan R, Wintzell V.   +4 more
europepmc   +1 more source

Clinical relevance of intracranial stenosis as false-positive findings of a deep learning algorithm trained to detect large vessel occlusions: a retrospective cohort study of a supraregional stroke centre. [PDF]

BMJ Open
Jungmann M, Manschikow S, Hönning A, Spohn F, Sparenberg P, Mutze S, Goelz L.   +6 more
europepmc   +1 more source

LLM-Augmented Multi-Agent Reinforcement Learning for Cross-Scenario Knowledge Transfer. [PDF]

Entropy (Basel)
Li C, Liu Y, Wang J, Wang Z, Lu K, Wang C.   +5 more
europepmc   +1 more source

Country-specific estimates of misclassification rates of computer-coded verbal autopsy algorithms. [PDF]

BMJ Glob Health
Pramanik S, Wilson E, Kalter HD, Akelo V, Amouzou A, Black R, Blau D, Macicame I, Muir JA, Lee KH, Liu L, Whitney CG, Zeger S, Datta A.   +13 more
europepmc   +1 more source

Correction to Supporting Information for Liu et al., Efficient quantum algorithm for dissipative nonlinear differential equations. [PDF]

Proc Natl Acad Sci U S A
europepmc   +1 more source