33 citations
- University of BergenNO4 papers
- Instituto de Física CorpuscularES2 papers
- Universitat de ValènciaES2 papers
- Center for Systems BiologyUS1 paper
- Central China Normal UniversityCN1 paper
- China Institute of Atomic EnergyCN1 paper
- Hacettepe UniversityTR1 paper
- Hasselt UniversityBE1 paper
- Hungarian Academy of SciencesHU1 paper
- Institute for Particle and Nuclear PhysicsHU1 paper
- Karadeniz Technical UniversityTR1 paper
- Sağlık Bilimleri ÜniversitesiTR1 paper
7 papers
Multi-modal Representation Learning Enables Accurate Protein Function Prediction in Low-Data Setting
Serbülent Ünsal, Sinem Özdemir, Bünyamin Kasap +4
In this study, we propose HOPER (HOlistic ProtEin Representation), a novel multimodal learning framework designed to enhance protein function prediction (PFP) in low-data settings.…
A pore-scale model for permeable biofilm: numerical simulations and laboratory experiments
David Landa-Marbán, Na Liu, Iuliu Sorin Pop +5
In this paper we derive a pore-scale model for permeable biofilm formation in a two-dimensional pore. The pore is divided in two phases: water and biofilm. The biofilm is assumed t…
Stochastic Galerkin Framework with Locally Reduced Bases for Nonlinear Two-Phase Transport in Heterogeneous Formations
Per Pettersson, Hamdi A. Tchelepi
The generalized polynomial chaos method is applied to the Buckley-Leverett equation. We consider a spatially homogeneous domain modeled as a random field. The problem is projected…
Metropolized Randomized Maximum Likelihood for sampling from multimodal distributions
Dean S. Oliver
This article describes a method for using optimization to derive efficient independent transition functions for Markov chain Monte Carlo simulations. Our interest is in sampling fr…
QGP flow fluctuations and the characteristics of higher moments
D. J. Wang, L. P. Csernai, D. Strottman +6
The dynamical development of expanding Quark-gluon Plasma (QGP) flow is studied in a 3+1D fluid dynamical model with a globally symmetric, initial condition. We minimize fluctuatio…
Modified Boltzmann Transport Equation and Freeze Out
L. P. Csernai, V. K. Magas, E. Molnar +2
We study Freeze Out process in high energy heavy ion reaction. The description of the process is based on the Boltzmann Transport Equation (BTE). We point out the basic limitations…