LogicSR: prior-guided symbolic regression for gene regulatory network inference from single-cell transcriptomics data. [PDF]
Zhang D, Liu ZP, Gao R.
europepmc +1 more source
Smart Exploration of Perovskite Photovoltaics: From AI Driven Discovery to Autonomous Laboratories
In this review, we summarize the fundamentals of AI in automated materials science, and review AI applications in perovskite solar cells. Then, we sum up recent progress in AI‐guided manufacturing optimization, and highlight AI‐driven high‐throughput and autonomous laboratories.
Wenning Chen +4 more
wiley +1 more source
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length [PDF]
Zihan Yu +3 more
openalex +1 more source
Interactive symbolic regression with co-design mechanism through offline reinforcement learning. [PDF]
Tian Y +5 more
europepmc +1 more source
Consumer Valuation of Meat Alternatives and Labeling Policies: A Comparative Perspective
ABSTRACT This study investigates and compares US consumer perceptions and the impact of environmental, human health, and animal welfare information related to conventional meat on preferences for meat alternatives and labeling policies. Using the best–worst scaling method across 10 different burger alternatives, our results show that the meat burger is
Daniele Asioli +5 more
wiley +1 more source
(Exhaustive) symbolic regression and model selection by minimum description length [PDF]
Harry Desmond
openalex +1 more source
Predicting flexural strength of hybrid FRP-steel reinforced beams using symbolic regression and ML techniques. [PDF]
Megahed K.
europepmc +1 more source
ABSTRACT This study investigates the impact of geographical indication (GI) certification on the export performance of Turkish agri‐food products by analyzing both trade volume and unit value dynamics. Drawing on monthly data from 2000 to 2024 across 22 GI‐certified products, the research employs product‐level regressions, fixed‐effects panel models ...
Ihlas Sovbetov, Muge Burcu Ozdemir
wiley +1 more source
A few-shot and physically restorable symbolic regression turbulence model based on normalized general effective-viscosity hypothesis [PDF]
Ziqi Ji, Penghao Duan, Gang Du
openalex
Integrating machine learning and symbolic regression for predicting damage initiation in hybrid FRP bolted connections. [PDF]
Sorour SS, Saleh CA, Shazly M.
europepmc +1 more source

