Toward a Universal Czochralski Growth Model Leveraging Data‐Driven Techniques
This data‐driven study investigates Czochralski growth using Decision Trees, Symbolic Regression, ANN, and SHAP to assess the impact of 21 process and design parameters on crystal quality. Trained on 632 CFD simulation datasets across four crystalline materials, it demonstrates the feasibility of a universal Cz model applicable to various ...
Natasha Dropka +4 more
wiley +1 more source
Fast tumor phylogeny regression via tree-structured dual dynamic programming. [PDF]
Schmidt H, Qi Y, Raphael BJ, El-Kebir M.
europepmc +1 more source
Inequalities via strongly p-harmonic log-convex functions [PDF]
Muhammad Aslam Noor +3 more
openalex +1 more source
Advanced Microfluidics for Single Cell‐Based Cancer Research
Cutting‐edge microfluidic platforms are transforming single‐cell cancer research. This review highlights advanced technologies, from droplet microfluidics to tumour‐chips, that enable functional and spatial single‐cell analyses. By integrating biosensing, immune components, and patient‐derived materials, these systems offer new insights into tumour ...
Adriana Carneiro +10 more
wiley +1 more source
A Positive Semidefinite Safe Approximation of Multivariate Distributionally Robust Constraints Determined by Simple Functions. [PDF]
Dienstbier J, Liers F, Rolfes J.
europepmc +1 more source
Erratum to: Strong extensions for q-summing operators acting in p-convex Banach function spaces for $$1 \le p \le q$$ 1 ≤ p ≤ q [PDF]
O. Delgado, Enrique A. Sánchez Pérez
openalex +1 more source
Arginine deficiency accelerates androgenetic alopecia. Serum metabolome shows reduced circulating arginine, while local metabolic disruption depletes follicular reserves, triggering reactive oxygen species (ROS) accumulation and mTOR suppression that induce hair miniaturization.
Shixin Duan +19 more
wiley +1 more source
Generalized Robust Optimization using the Notion of Set-Valued Probability. [PDF]
Torre D, Mendivil F, Rocca M.
europepmc +1 more source
Electragel for Advanced Static Charge Mitigation and Energy Harvesting
Electragel is a transformative material that scavenges static charges for simultaneous dissipation and electricity generation, enabling dual‐purpose static control and energy harvesting across industries while shifting paradigms from mitigation to sustainable utilization of electrostatic energy. Abstract The heightened sensitivity of modern electronics
Irum Firdous +5 more
wiley +1 more source
Equivalence of Informations Characterizes Bregman Divergences. [PDF]
Chodrow PS.
europepmc +1 more source

