Results 171 to 180 of about 49,230 (203)

Khovanov Laplacian and Khovanov Dirac for knots and links. [PDF]

J Phys Complex
Jones B, Wei GW.
europepmc   +1 more source

ESPLSM: An Efficient and Interpretable Mediation Analysis Framework Using Sparse Envelopes

Statistics in Medicine, Volume 45, Issue 6-7, March 2026.
ABSTRACT Mediation analysis is a fundamental tool for understanding biological mechanisms through which an exposure exerts its effect on an outcome via intermediate variables, or mediators. However, modern biomedical studies often involve multiple exposures and mediators with complex correlation structures, and may also involve multiple outcomes, as in
Yeonhee Park, Zhihua Su
wiley   +1 more source

Beyond Euclid: an illustrated guide to modern machine learning with geometric, topological, and algebraic structures. [PDF]

Mach Learn Sci Technol
Papillon M, Sanborn S, Mathe J, Cornelis L, Bertics A, Buracas D, J Lillemark H, Shewmake C, Dinc F, Pennec X, Miolane N.   +10 more
europepmc   +1 more source

Interpretable Machine Learning: A Comprehensive Review of Foundations, Methods, and the Path Forward

WIREs Data Mining and Knowledge Discovery, Volume 16, Issue 1, March 2026.
This systematic review of 352 studies establishes a comprehensive taxonomy for Interpretable Machine Learning, transitioning from foundational intrinsic models to advanced deep learning explanations. It reveals a critical paradigm shift toward “mechanistic interpretability” and actionable recourse, emphasizing that future AI systems must be rigorously ...
Shimon Fridkin, Michael Bendersky
wiley   +1 more source

Theory of dynamical superradiance in organic materials. [PDF]

Nanophotonics
Freter L, Fowler-Wright P, Cuerda J, Lovett BW, Keeling J, Törmä P.   +5 more
europepmc   +1 more source

Cenozoic Subduction Polarity Reversal Within the Celebes Sea Inferred From Teleseismic Tomography

Geochemistry, Geophysics, Geosystems, Volume 27, Issue 3, March 2026.
Abstract Sulawesi and Borneo are tectonically complex islands with multistage subduction histories stretching back through the Cenozoic. Seismic studies have played an important role in helping to unravel this history, with spatial distributions of earthquakes tracking actively subducting slabs. In contrast, old or relict aseismic slabs are illuminated
Y. Li, N. Rawlinson, S. Pilia, L. Kesumastuti, C. Lü, S. Widiyantoro, T. Hao   +6 more
wiley   +1 more source

The phase diagram of quantum chromodynamics in one dimension on a quantum computer. [PDF]

Nat Commun
Than AT, Atas YY, Chakraborty A, Zhang J, Diaz MT, Wen K, Liu X, Lewis R, Green AM, Muschik CA, Linke NM.   +10 more
europepmc   +1 more source

Latent Data Assimilation for Efficient and Accurate Groundwater Modeling

Water Resources Research, Volume 62, Issue 3, March 2026.
Abstract Groundwater model predictions are often inaccurate due to uncertainties in model structure, heterogeneous parameters, and initial conditions, leading to error accumulation during simulations. Traditional data assimilation (DA) faces severe computational challenges in high‐dimensional systems due to the costly inversion of large covariance ...
Yongda Liu, Xi Chen, Zitao Wang, Jianzhi Dong   +3 more
wiley   +1 more source

Dynamical Systems on Graph Limits and Their Symmetries. [PDF]

J Dyn Differ Equ
Bick C, Sclosa D.
europepmc   +1 more source

Variational and Monte Carlo Methods for Bayesian Inversion of Dynamic Subsurface Flow Simulations Using Seismic and Fluid Pressure Data

Water Resources Research, Volume 62, Issue 3, March 2026.
Abstract In order to predict future performance of subsurface fluid reservoirs under possible operating scenarios, a dynamic, porous‐medium flow simulation model must be tuned to include representative properties of the reservoir. Estimating subsurface reservoir properties given remotely sensed or borehole‐based observations typically involves finding ...
Zhen Zhang, Xuebin Zhao, Andrew Curtis
wiley   +1 more source