Results 101 to 110 of about 23,012 (263)

From Sparse Features to Trustworthy Proxies: Certifying SAE-Based Interpretability

Sparse autoencoders (SAEs) are increasingly used to extract interpretable features from language models (LMs), yet a central question remains: when can an SAE-based explanation be treated as a faithful view of an underlying frozen LM We study this through a post-hoc generalization framework that certifies the LM via a sparse proxy, obtained by ...
Bandyopadhyay, Dibyanayan, Ekbal, Asif
openaire   +2 more sources

Electrical Resistivity Change Upon Crystallization as a Robust Descriptor for Metallic Glass Forming Ability

Advanced Materials, EarlyView.
Electrical resistivity change upon annealing is introduced as a rapid descriptor for identifying high glass‐forming ability in metallic glasses. High‐throughput combinatorial thin‐film libraries reveal that compositions exhibiting small resistivity changes correspond to sluggish crystallization behavior and known bulk metallic glass regions, enabling ...
Haechan Jo, Hongxi Duan, Mingxing Li, Liwei Hu, Yanhui Liu, Dongwoo Lee   +5 more
wiley   +1 more source

Solvent‐Guided Chiral Assemblies and Chemical Doping of OEG‐Functionalized Conjugated Polymers

Advanced Materials, EarlyView.
Solvent‐dependent aggregation pathways dictate whether conjugated polymers form chiral lyotropic liquid‐crystalline assemblies or achiral packed aggregates. Mapping solvent‐controlled β₁ and β2 states reveals that weaker backbone association favors β₁ aggregates and reorganizable twisted mesophases, whereas stronger backbone association favors β2 ...
Sanghyun Jeon, Justin Scott Neu, Nahyun Ahn, Ayse Senlik, Yen‐Chi Chen, Pravini S. Fernando, Priyotosh Bairagya, Chetan Kumar Prasad, Janice Mihyun Baek, Wei You, Ying Diao   +10 more
wiley   +1 more source

Mechanistically Interpretable Artificial Intelligence for Designing Oxygen Electrocatalysts

Advanced Materials, EarlyView.
Mechanistically interpretable artificial intelligence screens nearly seven million perovskite compositions and identifies key descriptors—d‐p hybridization and densification resistance—that govern oxygen electrocatalysis. The discovered BaCo0.8Nb0.1Zr0.1O3‐δ achieves a record 2.68 W cm−2 peak power density at 600°C with over 500 h of durable operation ...
Xueyu Hu, Yucun Zhou, Haoyu Li, Zheyu Luo, Nai Shi, Yong Ding, Weining Wang, Weilin Zhang, Doyeub Kim, Chanho Kim, Yoojin Ahn, Nikhil Govindarajan, Minda Zou, Zhijun Liu, Yuefeng Song, Meilin Liu   +15 more
wiley   +1 more source

Unveiling the energy-growth nexus: a compelling journey through four key hypotheses

Research in Globalization
This review offers a critical and comprehensive reassessment of the energy-growth nexus (EGN) literature, shedding new light on the intricate and evolving relationship between energy consumption (EC) and economic growth (EG).
Arooj Bashir, Nabila Khurshid
doaj   +1 more source

Closed‐Loop Solid‐State Synthesis Planning for Materials Discovery With Large Language Models

Advanced Materials, EarlyView.
Leveraging literature data, we build a large‐language‐model‐driven workflow that extracts synthesis steps from 4407 papers, retrieves similar precedents, and generates candidate solid‐state synthesis recipes. The system benchmarks against ground‐truth and then operates in a closed loop with experiments to synthesize oxy‐selenide electrolyte materials ...
Dong Won Jeon, Dong Hwi Kim, Taeyang Jeon, Joo Yeong Na, Heegyu Kim, Hyunsouk Cho, Dae Soo Jung, Ju Li, Jin‐Sung Park, Sung Beom Cho   +9 more
wiley   +1 more source

Analysis method and indicator optimization of astronomical cycles in lacustrine fine-grained sedimentary strata-a case study of the Es4 scs in well niuye 1, Dongying Sag, Jiyang Depression, Bohai Bay Basin

Geomechanics and Geophysics for Geo-Energy and Geo-Resources
Cyclostratigraphic division in fine-grained sedimentary strata provides a fundamental basis for oil and gas exploration in such deposits. With continued research, increasing complexity and variability in cyclostratigraphic indicators and analytical ...
Ledan Yu, Jiao Wang, Jun Peng
doaj   +1 more source

Assessing the applicability of protein residues in combination with lipid residues to reconstruct Indus foodways from Gujarat

Quaternary Environments and Humans
When extracted and analysed in tandem, proteomics and lipid residue analysis can provide high resolution identification of ancient foodstuff. Here, we apply lipid residue and shotgun proteomic analyses to 11 ceramic vessel sherds from the Gujarat, India ...
Kalyan Sekhar Chakraborty, Lindsey Paskulin, Prabodh Shirvalkar, Yadubirsingh Rawat, Heather M.-L. Miller, Greg Slater, Camilla Speller   +6 more
doaj   +1 more source

Hierarchical Controls on Charcoal Signatures: A Framework for Interpreting Paleo-Fire Proxies

Dataset Description Title Dataset supporting the manuscript: Hierarchical Controls on Charcoal Signatures: A Framework for Interpreting Paleo-Fire Proxies Description This dataset contains the experimental data and supplementary figures used in the manuscript Hierarchical Controls on Charcoal Signatures: A Framework for Interpreting Paleo-Fire ...
Lemma, Bruk, Beil, Luzia, Bromm, Tobias, Glaser, Bruno, Stein, Mathias, Kobe, Franziska, Fischer, Markus L., Trauth, Martin H., Gosling, William D., Foerster, Verena, Schaebitz, Frank, Tarasov, Pavel, Kaboth-Bahr, Stefanie   +12 more
openaire   +1 more source

Nanoporous Silica Embedded in Nanoporous Platinum: A Versatile Composite Coating for Implant‐Associated Drug Delivery From Neuronal Electrodes

Advanced Materials Technologies, EarlyView.
Nanoporous silica nanoparticles incorporated in nanoporous platinum offer the possibility for implant‐associated drug delivery from neuronal electrodes. ABSTRACT Sensorineural hearing loss, resulting from damage to the hair cells of the inner ear, profoundly impairs quality of life.
Mosaieb Habib, Tim‐Joshua Strauß, Jennifer Harre, Madeleine Goblet, Florian Klodwig‐Kirstein, Jana Schwieger, Michaela Kreienmeyer, Verena Scheper, Athanasia Warnecke, Nina Ehlert, Peter Behrens   +10 more
wiley   +1 more source