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Journal Club

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Deductive Logic in Language Models: Horizontal vs. Vertical Reasoning

August 23, 2026 · 19 min

Today's article comes from the journal of Machine Learning and Knowledge Extraction. The authors are Maltoni et al., from the University of Bologna, in Italy. In this paper, They want to know two things: How a transformer actually…
Ultra-high bit density liquid-state colloidal memory

August 18, 2026 · 16 min

Today's article comes from the journal of Memories - Materials, Devices, Circuits and Systems. The authors are Shih et al., from Imec, in Belgium. In this paper they're showcasing a new type of computer memory. It works by storing binary…
Human–machine teaming for leisure motorboat layout design

July 15, 2026 · 15 min

Today's article comes from the journal of Data-Centric Engineering. The authors are Savasta et al., from the Olesinki firm, in the United Kingdom. In this paper they're taking a new algorithmic approach to motorboat design. Whereas a…
The ballad of LLM agents: philosophical reasoning for chemistry

July 10, 2026 · 18 min

Today's article comes from the journal of Machine Learning: Science and Technology. The authors are Harb et al., from Argonne National Laboratory, in Illinois. In this paper, they're showcasing a new prompt-level reasoning enhancement…
DeepSeek-Lattice-KG: A Compact Language Model With Knowledge Graph Augmentation for Lattice Structure Design

July 4, 2026 · 16 min

Today's article comes from the journal of Materials Genome Engineering Advances. The authors are Shu et al., from Xi'an Jiaotong University, in China. In this paper, they've taken DeepSeek-R1 and fine-tuned it for a very specific task…

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Towards an MLOps infrastructure for Elastic Pattern experimentation

June 29, 2026 · 14 min

Today's article comes from the SoftwareX journal. The authors are Rodriguez-Cardos et al., from the University of Castilla-La Mancha, in Spain. In this paper, they're showcasing a new experimentation platform for Elastic Patterns research.
Detecting Uncoded Self-Harm in Veterans’ Electronic Health Records Using Positive and Unlabeled Learning: Retrospective Cohort Study

June 28, 2026 · 14 min

Today's article comes from the Journal of Medical Internet Research. The authors are Kumar et al., from the University of New Mexico Health Sciences Center. In this paper they're putting forward a solution for medical "undercoding" that…
Transfer learning for T-cell response prediction

June 24, 2026 · 13 min

Today's article comes from the BMC Bioinformatics journal. The authors are Stadelmaier et al., from the Eberhard Karls University of Tubingen. In this paper the authors build several models for t-cell response prediction. But, they also…
No cancer left behind: a testbed and demonstration of concept for photoacoustic tumor bed inspection

June 22, 2026 · 18 min

Today's article comes from the journal of Computer Assisted Surgery. The authors are Connolly et al., from Queen's University in Canada. In this paper they're showcasing an experimental testbed for photoacoustic imaging. It's set up to let…
A relaxation approach to layerwise determination of learning rates in deep neural networks

June 19, 2026 · 13 min

Today's article comes from the journal Array. The authors are Min et al., from Ewha Womans University, in South Korea. In this paper, they present a framework that helps you choose the right learning rate for every layer in a model.
Predicting fishing vs. not-fishing in small-scale fisheries: A sample vessel tracking dataset and a reproducible machine learning approach

June 17, 2026 · 12 min

Today's article comes from the SoftwareX journal. The authors are Lattanzi et al., from the Institute of Marine Biological Resources and Biotechnologies, in Italy. In this paper they're building a binary classifier that can look at the GPS…
Terrestrial Cyborg Insects for Real-Life Applications

June 10, 2026 · 15 min

Today's article comes from the journal of Advanced Intelligent Systems. The authors are Le et al., from the University of Queensland, in Australia. This paper is an exploration of what's possible when you try to turn insects (like…