Results 171 to 180 of about 5,565,025 (258)

Efficient hyperparameter estimation in Bayesian inverse problems using sample average approximation. [PDF]

Philos Trans A Math Phys Eng Sci
Chung J, Miller SM, Sabate Landman M, Saibaba AK.   +3 more
europepmc   +1 more source

Sustainable Materials Design With Multi‐Modal Artificial Intelligence

Advanced Science, EarlyView.
Critical mineral scarcity, high embodied carbon, and persistent pollution from materials processing intensify the need for sustainable materials design. This review frames the problem as multi‐objective optimization under heterogeneous, high‐dimensional evidence and highlights multi‐modal AI as an enabling pathway.
Tianyi Xu, Tianshuo Wei, Yan Ge, Bo Peng, Yue Li, Maolin Wang, Peng Wen, Chao Yang, Ye Wei   +8 more
wiley   +1 more source

Off-the-grid regularisation for Poisson inverse problems. [PDF]

Comput Optim Appl
Lazzaretti M, Estatico C, Melero A, Calatroni L.   +3 more
europepmc   +1 more source

Automatic Differentiation for Inverse Problems in X-ray Imaging and Microscopy. [PDF]

Life (Basel), 2023
Guzzi F, Gianoncelli A, Billè F, Carrato S, Kourousias G.   +4 more
europepmc   +1 more source

Data‐Driven Modeling of Composition–Processing–Microstructure Relations for Recycled Aluminum Cast Alloys

Advanced Science, EarlyView.
Interpretable machine learning reveals how composition and processing govern the formation and microstructural burden of Fe‐rich intermetallic compounds in recycled Al–Si–Fe–Mn alloys. By separating morphology selection from morphology‐conditioned burden partitioning, this framework shows that identical Fe contents can yield different intermetallic ...
Jaemin Wang, Waleed Mohammed, Dierk Raabe   +2 more
wiley   +1 more source

DeBCR: a sparsity-efficient framework for image enhancement through a deep-learning-based solution to inverse problems. [PDF]

Commun Eng
Li R, Yushkevich A, Chu X, Kudryashev M, Yakimovich A.   +4 more
europepmc   +1 more source

Inverse problems in blood flow modeling: A review. [PDF]

Int J Numer Method Biomed Eng, 2022
Nolte D, Bertoglio C.
europepmc   +1 more source

Physics‐Constrained Constitutive Learning of Rate‐Limiting Timescales for Efficient Hydrogen‐Based Direct Reduction for Green Steel Making

Advanced Science, EarlyView.
A conversion‐resolved constitutive framework is developed for the hydrogen‐based direct reduction of iron oxide pellets. Effective reaction and transport timescales are inferred directly from measured trajectories and mapped against operating conditions, pellet architecture, and composition. The analysis reveals how late‐stage transport control emerges
Anurag Bajpai, Barak Ratzker, Pasquale Cavaliere, Dierk Raabe   +3 more
wiley   +1 more source

Learning latent hardening: enhancing deep learning with domain knowledge for material inverse problems. [PDF]

Philos Trans A Math Phys Eng Sci
Tian Q, Lindqwister W, Veveakis M, Dalton LE.   +3 more
europepmc   +1 more source

TextureWGAN: texture preserving WGAN with multitask regularizer for computed tomography inverse problems. [PDF]

J Med Imaging (Bellingham), 2023
Ikuta M, Zhang J.
europepmc   +1 more source