Neural scaling of deep chemical models by Frey, Nathan C, Soklaski, Ryan, Axelrod, Simon, Samsi, Siddharth, Gómez-Bombarelli, Rafael, Coley, Connor W, Gadepally, Vijay

“…There is emerging evidence that scale may be a key ingredient in scientific deep learning, but the importance of physical priors in scientific domains makes the strategies and benefits of scaling uncertain. …”
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Scaling up parametric human recovery by Cai, Zhongang

“…Second, we introduce GTA-Human, a large-scale 3D human dataset derived from the popular video game GTA-V. …”
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Colloidal fouling and scaling in reverse osmosis process by Jun, Yan

“…Colloidal fouling and scaling are common types of membrane fouling. Trans-membrane pressure, flux and rejection rate are the common methods used to monitor membrane fouling. …”
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Multiple Time Scale / by Brackbill, Jeremiah U., editor 290836, Cohen, Bruce I., editor 290841

API Governance at Scale by Ahmad, Mak, Geewax, J. J., Macvean, Andrew, Karger, David, Ma, Kwan-Liu

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Scaling Post-Disaster Housing Capacity: Roundtable Report by Finegan, Lauren, Goentzel, Jarrod, Reisman, Erin, Russell, Timothy Edward, Story, Drew

“…In January 2024, the MIT Humanitarian Supply Chain Lab held a roundtable on the theme of scaling construction capacity after disasters. The roundtable convened participants from academia, non-profit organizations, and both the public and private sectors. …”
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A scaling law to model the effectiveness of identification techniques by Rocher, L, Hendrickx, JM, Montjoye, YD

“…We then generalize the model to forecast how κ scales from small-scale experiments to the real world, for exact, sparse, and machine learning-based robust identification techniques. …”

Salt to Scale: The Seasoning of Buildings by Battikha, Christina

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Computer control of scaled helicopter system by Zaw, Naing Oo

“…In this dissertation, a scaled helicopter is being used to study the system modeling, identification of model parameters and implementation of digital controller. …”
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Network architecture for large-scale CVE by Jiang, Bo Hong

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Feature representation for large scale classification by Yang, Hao

“…The extraction of knowledge in data, whether through pre-defined functions or procedures, or through learned projection matrices or neural networks, is crucial for the success of a large scale classification system. In this dissertation, three different feature embedding methods are considered to improve the efficiency and/or effectiveness of the classification of three different types of data. …”
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Multi-scale modelling in computational biomedicine by Sloot, Peter M. A., Hoekstra, Alfons G.

“…The inherent complexity of biomedical systems is well recognized; they are multi-scale, multi-science systems, bridging a wide range of temporal and spatial scales. …”
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Effects of scaling and cleaning on the performance of forward osmosis hollow fiber membranes by Arkhangelsky, Elizabeth, Wicaksana, Filicia, Chou, Shuren, Al-Rabiah, Abdulrahman A., Al-Zahrani, Saeed M., Wang, Rong

“…Forward osmosis (FO) process as an alternative to conventional desalination techniques has attracted much attention in recent years. Since mineral salt scaling is one of the major limitations for seawater desalination, the current study focused on the behaviors of thin film composite (TFC) FO hollow fibers, which were fabricated in our laboratory, under the circumstance of calcium sulfate (CaSO4) scaling with sodium chloride as draw solution. …”
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Characterizing a Memory Allocator at Warehouse Scale by Zhou, Zhuangzhuang, Gogte, Vaibhav, Vaish, Nilay, Kennelly, Chris, Xia, Patrick, Kanev, Svilen, Moseley, Tipp, Delimitrou, Christina, Ranganathan, Parthasarathy

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Accurate and Fast Approximate Graph Mining at Scale by Arpaci-Dusseau, Anna

“…In particular, ScaleGPM handles billion-scale graphs in seconds, where existing systems either run out of memory or fail to complete in hours.…”
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Small scale 3D jet scour by Nuramirah Suyin Zaihan

“…It was to also examine the possibility of scale effect, whether the scour hole geometry was affected by scaling the experiment. …”
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Nonlinear optical imaging investigations at the micro-scale by Lim, Ken Choong

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Multi-scale Modeling Of Additive Manufacturing Process by Seet, Gim Lee, Tor, Shu Beng, Chua, Chee Kai, Chandra, Shubham, Phanikumar, Gandham

“…To this need, a multi-scale numerical study is carried out combining a three-dimensional finite element (FE) based macro-scale and a cellular automaton (CA) based meso-scale model in order to simulate the dendritic grain growth in the selective laser melting (SLM) technique. …”
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Large scale paired antibody language models by Kenlay, H, Dreyer, FA, Kovaltsuk, A, Miketa, D, Pires, D, Deane, CM

“…This advancement marks a significant leap forward in leveraging machine learning, large scale data sets and high-performance computing for enhancing antibody design for therapeutic development.…”

Small-scale coastal fisheries and co-management by Kuperan, K., Raja Abdullah, Nik Mustapha

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