Tootfinder

A roundup of VLSI conference 2025, including the use of digital twins for design exploration, DRAM beyond 1x nm nodes, Intel's 18A process vs. TSMC, and more (SemiAnalysis)
https://semianalysis.com/2025/07/21/vlsi2025/

Intel 18A Details & Cost, Future of DRAM 4F2 vs 3D, Backside Power Adoption (or Not), China’s FlipFET, Digital Twins from Atoms to Fabs, and More
Long time readers will recall that SemiAnalysis covers more than just datacenters and AMD. Today we’re back to semiconductors with a tech-focused roundup of the best from this year’s VLSI conferenc…

"Putin is afraid to admit how many [Russian] people have died. Because if the moment comes when he needs to mobilize, his society will be afraid," Zelensky said.
Ukrainian authorities have confirmed that at least 20 of the bodies Russia returned as Ukrainian were actually Russian soldiers.
"Sometimes these bodies even have Russian passports," Zelensky said.
He also cited the case of a deceased Israeli citizen fighting on Russia's side, whom Moscow had …

Russia 'afraid to admit' scale of losses, trying to hide by dumping soldiers' bodies on Ukraine, Zelensky says
Ukrainian authorities have confirmed that at least 20 of the bodies Russia returned as Ukrainian were actually Russian soldiers, President Volodymyr Zelensky said.

us_congress: US Congressional co-sponsorship (1973-2016)
Two temporal networks of bill co-sponsorship tendencies among US Congresspeople, from 1973 (93rd Congress) to 2016 (114th Congress). Edges are signed, indicating the presence of a significant tendency to co-sponsor, or tendency to not co-sponsor, bills. Two networks per year, one for each chamber (House, Senate). Each file contains the signed network for a chamber of congress (H = House, S = Senate) in one session (e.g. 93 = 93rd…

Identifying Explanation Needs: Towards a Catalog of User-based Indicators
Hannah Deters, Laura Reinhardt, Jakob Droste, Martin Obaidi, Kurt Schneider
https://arxiv.org/abs/2506.16997

Identifying Explanation Needs: Towards a Catalog of User-based Indicators
In today's digitalized world, where software systems are becoming increasingly ubiquitous and complex, the quality aspect of explainability is gaining relevance. A major challenge in achieving adequate explanations is the elicitation of individual explanation needs, as it may be subject to severe hypothetical or confirmation biases. To address these challenges, we aim to establish user-based indicators concerning user behavior or system events that can be captured at runtime to determine when a…

CHIMERA: Compressed Hybrid Intelligence for Twin-Model Enhanced Multi-Agent Deep Reinforcement Learning for Multi-Functional RIS-Assisted Space-Air-Ground Integrated Networks
Li-Hsiang Shen, Jyun-Jhe Huang
https://arxiv.org/abs/2507.16204

CHIMERA: Compressed Hybrid Intelligence for Twin-Model Enhanced Multi-Agent Deep Reinforcement Learning for Multi-Functional RIS-Assisted Space-Air-Ground Integrated Networks
A space-air-ground integrated network (SAGIN) architecture is proposed, empowered by multi-functional reconfigurable intelligent surfaces (MF-RIS) capable of simultaneously reflecting, amplifying, and harvesting wireless energy. The MF-RIS plays a pivotal role in addressing the energy shortages of low-Earth orbit (LEO) satellites operating in shadowed regions, while explicitly accounting for both communication and computing energy consumption across the SAGIN nodes. To maximize the long-term en…

celegans_metabolic: Metabolic network (C. elegans)
List of edges comprising the metabolic network of the nematode C. elegans.
This network has 453 nodes and 4596 edges.
Tags: Biological, Metabolic, Unweighted
https://networks.skewed.de/net/celegans_metabolic

mist: MIST protein interaction database (2020)
The Molecular Interaction Search Tool (MIST) is a comprehensive resource of molecular interactions, assembled from severla primary sources. MIST currently supports several species, including:.
This network has 13271 nodes and 550375 edges.
Tags: Biological, Protein interactions, Unweighted

trec: TREC collection (2010)
A bipartite network of documents and the words they contain, extracted from NIST's Text Retrieval Conference (TREC) disks 4 and 5, from 2010. These archives contain material drawn from the Financial Times Ltd., the Congressional Record of the 103rd Congress, the Federal Register, the Foreign Broadcast Information Service, and the Los Angeles Times newspaper.
This network has 1729302 nodes and 83629405 edges.
Tags: Informational, Language, Un…

trec: TREC collection (2010)
A bipartite network of documents and the words they contain, extracted from NIST's Text Retrieval Conference (TREC) disks 4 and 5, from 2010. These archives contain material drawn from the Financial Times Ltd., the Congressional Record of the 103rd Congress, the Federal Register, the Foreign Broadcast Information Service, and the Los Angeles Times newspaper.
This network has 1729302 nodes and 83629405 edges.
Tags: Informational, Language, Un…

trec: TREC collection (2010)
A bipartite network of documents and the words they contain, extracted from NIST's Text Retrieval Conference (TREC) disks 4 and 5, from 2010. These archives contain material drawn from the Financial Times Ltd., the Congressional Record of the 103rd Congress, the Federal Register, the Foreign Broadcast Information Service, and the Los Angeles Times newspaper.
This network has 1729302 nodes and 83629405 edges.
Tags: Informational, Language, Un…