Results 181 to 190 of about 125,781 (214)

From one tree to the canopy: an evolutionary design trajectory for tethered robotics in forest environments. [PDF]

Front Robot AI
Romanello L, Kocer BB, Kovac M.
europepmc   +1 more source

ML Workflows for Screening Degradation‐Relevant Properties of Forever Chemicals

Advanced Science, EarlyView.
The environmental persistence of per‐ and polyfluoroalkyl substances (PFAS) necessitates efficient remediation strategies. This study presents physics‐informed machine learning workflows that accurately predict critical degradation properties, including bond dissociation energies and polarizability.
Pranoy Ray, Andrew R. Castillo, Manoj Kolel‐Veetil, Surya R. Kalidindi   +3 more
wiley   +1 more source

Modelling Future Evolution of the Antarctic Ice Sheet With Explainable Machine Learning. [PDF]

J R Soc N Z
Maddigan P, Nguyen BH, Siew PYF, Xue B, Golledge N, Zhang M.   +5 more
europepmc   +1 more source

Polychip‐A High‐Throughput Droplet Microfluidics Platform for Interrogating Microbial Interactions

Advanced Science, EarlyView.
Polychip, a fully integrated droplet microfluidics platform, enables high‐throughput, single‐cell resolution screening of polymicrobial interactions. By seamlessly combining six automated microfluidics operations on a single chip, the system accelerates antimicrobial discovery by 11 to 14 times compared to traditional robotic methods.
Jeong Jae Han, Adrian Ryan Guzman, Aifen Zhou, Han Zhang, Rohit Gupte, Haemin Jung, Kaylee Delgado, Sini Skariah, Ali Sultan, Arul Jayaraman, Paul de Figueiredo, Arum Han   +11 more
wiley   +1 more source

AI-Enabled Digital Twin Framework for TSCA-like Anomaly Detection in FPGA-SoC-Based Industrial Cyber-Physical Systems. [PDF]

Sensors (Basel)
Benelhaouare AZ, En-Nouar M, Kengne E, Lakhssassi A.   +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

Beyond Accuracy: A Reliability-Oriented Multi-Dimensional Benchmark of Data-Driven Fault Diagnosis for Liquid Rocket Engines. [PDF]

Sensors (Basel)
Geng M, Zheng G, He L, Zhao S, Yu X.
europepmc   +1 more source

Scale-dependent biases in systematic land cover maps undermine freshwater ecological assessment. [PDF]

Environ Monit Assess
Fernández de Larrea I, González-Ibarzabal J, Bastarrika A, Larrañaga A.   +3 more
europepmc   +1 more source

A cost-sensitive random forest framework for ARP spoofing detection in Internet of Medical Things networks. [PDF]

Front Big Data
Singhal S, Kumar KA.
europepmc   +1 more source