Results 241 to 250 of about 9,416 (297)

Automated generative process synthesis via transformer‐based dual‐loop simulation and optimization

AIChE Journal, EarlyView.
Abstract This study presents a novel framework for automated generative process synthesis, addressing the complexity of simultaneously optimizing discrete topologies and continuous operating variables. To overcome conventional superstructure limitations, we propose a dual‐loop architecture integrating generative transformers with rigorous process ...
Yeong Woo Son, Chan Kim, Ji Hun Pak, Hain Lee, Jong Min Lee   +4 more
wiley   +1 more source

A Comprehensive Assessment and Benchmark Study of Large Atomistic Foundation Models for Phonons

Advanced Intelligent Discovery, EarlyView.
We benchmark six large atomistic foundation models on 2429 crystalline materials for phonon transport properties. The rapid development of universal machine learning potentials (uMLPs) has enabled efficient, accurate predictions of diverse material properties across broad chemical spaces.
Md Zaibul Anam, Ogheneyoma Aghoghovbia, Mohammed Al‐Fahdi, Lingyu Kong, Victor Fung, Ming Hu   +5 more
wiley   +1 more source

Topology‐Aware Machine Learning for High‐Throughput Screening of MOFs in C8 Aromatic Separation

Advanced Intelligent Discovery, EarlyView.
We screened 15,335 Computation‐Ready, Experimental Metal–Organic Frameworks (CoRE‐MOFs) using a topology‐aware machine learning (ML) model that integrates structural, chemical, pore‐size, and topological descriptors. Top‐performing MOFs exhibit aromatic‐enriched cavities and open metal sites that enable π–π and C–H···π interactions, serving as ...
Yu Li, Honglin Li, Jialu Li, Wan‐Lu Li
wiley   +1 more source

Self‐Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers

Advanced Intelligent Discovery, EarlyView.
A low‐cost, self‐driving laboratory is developed to democratize autonomous materials discovery. Using this "frugal twin" hardware architecture with Bayesian optimization, the platform rapidly converges to target lower critical solution temperature (LCST) values while self‐correcting from off‐target experiments, demonstrating an accessible route to data‐
Guoyue Xu, Renzheng Zhang, Tengfei Luo
wiley   +1 more source

Evolution of Physical Intelligence Across Scales

Advanced Intelligent Discovery, EarlyView.
By following the evolution of physical intelligence across scales, this article shows how intelligence arises from materials, structures, physical interactions, and collectives. It establishes physical intelligence as the evolutionary foundation upon which embodied intelligence is built.
Ke Liu, Tianyun Huang, Aming Li, Pengyu Lv, Tingting Qin, Wenhui Chen, Hui Wei, Huiling Duan   +7 more
wiley   +1 more source

Beyond hematopoietic stem cell transplantation: positioning Africa for scalable uptake of innovative sickle cell therapies. [PDF]

BMJ Glob Health
Agu CB, Abdulkareem R, Ajah CM, Ogunniyi TJ, Ndubisi AC.   +4 more
europepmc   +1 more source

Building material price data for predictive cost estimation in construction. [PDF]

Data Brief
Olowe OT, Adebiyi A, Obagbuwa IC.
europepmc   +1 more source

Patient-Derived Intestinal Organoids in the Global Cystic Fibrosis Landscape. [PDF]

Pediatr Pulmonol
Kroes S, Taylor-Cousar JL, Zampoli M, Karadag B, van der Ent CK, de Winter-de Groot KM, Beekman JM, Spelier S.   +7 more
europepmc   +1 more source

The development and evolution of the Irish Hip Fracture Database: a quality care initiative 2013-2024. [PDF]

Arch Osteoporos
Brent L, Ahern E, Murphy T, Hurson C, Coughlan T, Hickey P, Lodola C, Walsh ME, Byrne E, Fitzpatrick F.   +9 more
europepmc   +1 more source

The transfer pricing methods’ applicability when determining the transfer price of intangible property : based on Swedish legislation and the OECD Transfer Pricing Guidelines.

, 2011
openaire   +1 more source