Buscador de Tesis y publicaciones académicas

Beyond foundation models: Dimension-aware neural architecture search with small-data representation models for cryocooler lifetime prediction

Gregor Molan · Grafika Jati · Francesco Barchi · Andrea Acquaviva · y 2 más

Large-scale pretrained time-series models achieve strong results through large-scale pretraining and task-agnostic representation learning, but they rely on abundant, diverse data that industrial and scientific domains often lack. We therefore propose the FSD-RM (Family of Small-Data Representation Models) paradigm as...

Unraveling the 3D structural organization of Fireworm chaetae fibers: from structure to function

Hadar SHAKED · Iryna POLISHCHUK · Johanna SKLAR · Boaz POKROY · y 2 más

Fireworms are a type of marine bristleworm that have long, slender bodies that can grow up to 35 centimeters in length, and they are covered in many small, hair-like structures called chaetae. These chaetae are specialized bristles that are involved in locomotion, defense, and other functions. These bristles are compos...

Divisors in residue classes revisited

Jonathon Hales

In 1984, H. W. Lenstra described an algorithm finding divisors of $N$ congruent to $r \mod S$. When $S^3 > N$, this algorithm runs in polynomial time and hence factors $N$ in time $N^{1/3+o(1)}$. Lenstra's algorithm relies on a sign change in a constructed sequence and so cannot be adapted directly to larger euclidean...

Fixing clay with clay

Gustavo Adolfo PINZON FORERO · Angela CASARELLA · Vijayshree SADASIVAN · Olga STAMATI · y 2 más

In this experiment, the submicron mechanisms underpinning the stabilisation of a natural quick clay using a unique Supplementary Cementitious Material (SCM), a natural calcined clay, will be investigated. The critical processes in these materials are governed by the particle size (nm - m) and therefore necessitate the...

GateTS: Versatile and efficient forecasting via attention-inspired routed mixture-of-experts

Yemets, Kyrylo · Lukashchuk, Mykola · Izonin, Ivan

Accurate univariate forecasting remains a pressing need in real-world systems, such as energy markets, hydrology, retail demand, and IoT monitoring, where signals are often intermittent and horizons span both short- and long-term. While transformers and Mixture-of-Experts (MoE) architectures are increasingly favored fo...

Hospital Budget Impact and Provider-Side Economic Evaluation of Lecanemab and Donanemab Under Japan’s National Fee Schedule: A Head-to-Head Linear Model

Kotaro, Makita · Takuto, Nishihara · Yuta, Arakaki · Tomoya, Ohida · y 2 más

The study aimed to assess the provider-side financial viability of antiamyloid disease-modifying therapies for early Alzheimer's disease in Japan, we developed a linear hospital-provider model that separates a short inpatient diagnostic phase from an outpatient infusion phase.Using public National Health Insurance tari...

Does Age Predict Outcomes of Triceps to Axillary Nerve Transfer?

Stephanie Choo · Madeline Rieker · Henry Kuechly · Nicole Covell · y 6 más

Factors influencing the results of radial nerve to triceps to axillary nerve transfers remain poorly defined. Therefore, the goal of this study is to compare radial to axillary nerve transfer outcomes by age, and to determine if age is a reliable predictor of outcome.A single center retrospective cohort study was condu...

Changes in the extensiveness of initial debulking surgery with increasing neoadjuvant chemotherapy use in advanced ovarian cancer: a nationwide population-based study

Junhwan Kim · Byeong-Chan Oh · Sokbom Kang

To evaluate changes in initial debulking surgery extensiveness among advanced ovarian cancer (OC) patients alongside increasing neoadjuvant chemotherapy (NACT) use.This retrospective cohort study analyzed patients with distant disease in the Surveillance, Epidemiology, and End Results summary stage who underwent initia...

IBS BAG

Christoph MUELLER DIECKMANN · Isabel GARCIA-SAEZ (ORCID: 0000-0002-4294-710X) · Xavier BRAZZOLOTTO

The IBS BAG includes in this proposal IBS teams and external groups from CEA-Cadarache (St Paul lez Durance) and IRBA (Brétigny-sur-Orge). We study structure-function relationships of proteins emphasizing in human health, biotechnology and methodology. Most of the projects are a continuation of the MX-2498 proposal and...

LV Functional Reserve Assessed by GLS Change During Exercise: A Missing Piece in HFpEF Risk Stratification

Hong-Mi Choi