Results 221 to 230 of about 6,990,145 (303)

Chebyshev centers and radii for sets induced by quadratic matrix inequalities. [PDF]

Math Control Signal Syst
Shakouri A, van Waarde HJ, Camlibel MK.
europepmc   +1 more source

Graph‐based imitation and reinforcement learning for efficient Benders decomposition

AIChE Journal, EarlyView.
Abstract This work introduces an end‐to‐end graph‐based agent for accelerating the computational efficiency of Benders Decomposition. The agent's policy is parameterized by a graph neural network, which takes as input a bipartite graph representation of the master problem and proposes a candidate solution.
Bernard T. Agyeman, Zhe Li, Ilias Mitrai, Prodromos Daoutidis   +3 more
wiley   +1 more source

Hybrid lightweight vision transformers with attention mechanism for feature extraction and classification of product designs. [PDF]

PLoS One
Wahid A, Khan HU, Naz A, Alarfaj FK.
europepmc   +1 more source

Universally Accurate or Specifically Inadequate? Stress‐Testing General Purpose Machine Learning Interatomic Potentials

Advanced Intelligent Discovery, EarlyView.
We investigate MACE‐MP‐0 and M3GNet, two general‐purpose machine learning potentials, in materials discovery and find that both generally yield reliable predictions. At the same time, both potentials show a bias towards overstabilizing high energy metastable states. We deduce a metric to quantify when these potentials are safe to use.
Konstantin S. Jakob, Karsten Reuter, Johannes T. Margraf   +2 more
wiley   +1 more source

New perspectives on head and neck allometry and ecomorphology in tetrapods. [PDF]

Biol Rev Camb Philos Soc
Maher AE, Cox PG, Maddox TW, Gardiner JD, Bates KT.   +4 more
europepmc   +1 more source

What to Make and How to Make It: Combining Machine Learning and Statistical Learning to Design New Materials

Advanced Intelligent Discovery, EarlyView.
Combining machine learning and probabilistic statistical learning is a powerful way to discover and design new materials. A variety of machine learning approaches can be used to identify promising candidates for target applications, and causal inference can help identify potential ways to make them a reality.
Jonathan Y. C. Ting, Amanda S. Barnard
wiley   +1 more source

Apical Vertebral Translation as a Coronal Risk Factor for Side-Specific Hip Osteoarthritis in Adult Degenerative Scoliosis. [PDF]

Global Spine J
Xu Z, Ma X, Chen X, Zhang S, Xiao B, Zhang Y.   +5 more
europepmc   +1 more source

Analysis of paddy grain hulling behaviour for rice grain quality improvement in centrifugal hulling using CFD-DEM method. [PDF]

Curr Res Food Sci
Li H, Li X, Li A, Zhao D, Han Y, Sun Z, Gao H, Wang X.   +7 more
europepmc   +1 more source

An efficient coverage path planning method for UAV in complex concave regions. [PDF]

Sci Rep
Wu W, Wang Z, Lin L, Chang X, Tian L.
europepmc   +1 more source

Dynamic Dual-Antenna Time-Slot Allocation Protocol for UAV-Aided Relaying System Under Probabilistic LoS-Channel. [PDF]

Sensors (Basel)
Huang P, Lin J, Liu T, Ning J, Luo J, Duo B.   +5 more
europepmc   +1 more source