ETH Zurich — CS Research

Computer science research from ETH Zurich, spanning systems, machine learning, computer vision, and theoretical CS.

Sample of the collection (25 of 2,861 items)

• A global dataset of the cost of capital for renewable energy projects ETH Zurich The cost of capital (CoC) critically influences the levelized cost of renewable energy and, by extension, the global low-carbon…
• The State of the World's Chemical Pollution ETH Zurich The chemicals available on the world's markets are of enormous diversity. Their total number is estimated to be approximately 350,000;…
• Dynamic calibration of low-cost PM2.5 sensors using trust-based consensus mechanisms ETH Zurich trust-based calibration framework that first corrects systematic errors and then dynamically adjusts model complexity based on sensor…
• Uncertainty propagation in satellite InSAR data analysis for structural health monitoring Politecnico di Milano Structural Health Monitoring (SHM) supports the management of the integrity and functionality of critical infrastructure like bridges.…
• Transfer Learning for Predictive Molecular Simulations: Data-Efficient Potential Energy Surfaces at CCSD(T) Accuracy University of Basel Accurate potential energy surfaces (PESs) are critical for predictive molecular simulations. However, obtaining a PES at the highest…
• DepthSplat: Connecting Gaussian Splatting and Depth ETH Zurich Gaussian splatting and single-view depth estimation are typically studied in isolation. In this paper, we present Depth-Splat to connect…
• Multilingual performance of a multimodal artificial intelligence system on multisubject physics concept inventories ETH Zurich We investigate the multilingual and multimodal performance of a large language model-based artificial intelligence (AI) system, GPT-4o,…
• Design of a Standard-Compliant Real-Time Neural Receiver for 5G NR ETH Zurich We detail the steps required to deploy a multi-user multiple-input multiple-output (MU-MIMO) neural receiver (NRX) in an actual cellular…
• Delayed Response of Soil Moisture and Hydrological Droughts to Meteorological Drought Over East Asia Nanjing University of Information Science and Technology ABSTRACT The frequency and severity of meteorological drought across Eastern Asia (EA) are observed and projected to increase with…
• Enhancing Research-to-Operations in Hydrological Forecasting: Innovations across Scales and Horizons Swedish Meteorological and Hydrological Institute Abstract Over the past 20 years, the Hydrological Ensemble Prediction Experiment (HEPEX) international community of practice has…
• Enhanced Deformability Through Distributed Buckling in Stiff Quasicrystalline Architected Materials ETH Zurich Architected materials achieve unique mechanical properties through precisely engineered microstructures that minimize material usage.…
• Coassembly of hybrid microscale biomatter for robust, water-processable, and sustainable bioplastics Hubei University of Technology Unlike conventional methods that typically involve extracting biopolymers/monomers from biomass using lots of hazardous chemicals and…
• RePower: An LLM-driven autonomous platform for power system data-guided research Tsinghua University Large language models (LLMs) have shown strong capabilities across disciplines such as chemistry, mathematics, and medicine, yet their…
• Replicating community dynamics reveals how initial composition shapes the functional outcomes of bacterial communities ETH Zurich Bacterial communities play key roles in global biogeochemical cycles, industry, agriculture, human health, and animal husbandry. There…
• WaterSplatting: Fast Underwater 3D Scene Reconstruction Using Gaussian Splatting University of Zurich The underwater 3D scene reconstruction is a challenging, yet interesting problem with applications ranging from naval robots to VR…
• Estimation of energy efficiency of heat pumps in residential buildings using real operation data ETH Zurich As heat pumps become more prevalent in residential buildings, effective performance monitoring is essential. Design flaws, incorrect…
• Capacity development for locally-led knowledge co-production processes in Real World Labs for managing climate and disaster risk University College Cork Knowledge co-production processes are increasingly used to promote transdisciplinary collaboration and integration of knowledge across…
• Unlocking DAS amplitude information through coherency coupling quantification ETH Zurich Distributed Acoustic Sensing (DAS) allows one to measure strain at metre-resolution along a fibreoptic cable, increasing the density of…
• Deep mutational learning for the selection of therapeutic antibodies resistant to the evolution of Omicron variants of SARS-CoV-2 ETH Zurich Most antibodies for treating COVID-19 rely on binding the receptor-binding domain (RBD) of SARS-CoV-2 (severe acute respiratory syndrome…
• Rising greenhouse gas emissions embodied in the global bioeconomy supply chain ETH Zurich Abstract The bioeconomy is key to meeting climate targets. Here, we examine greenhouse gas emissions in the global bioeconomy supply…
• Variable Read Disturbance: An Experimental Analysis of Temporal Variation in DRAM Read Disturbance ETH Zurich Modern DRAM chips are subject to read disturbance errors. These errors manifest as security-critical bitflips in a victim DRAM row that…
• Practical deployment of reinforcement learning for building controls using an imitation learning approach ETH Zurich • Real implementation of imitation learning for a DRL controller managing a TABS. • DRL reduces energy use by 40 % while mimicking RBC…
• Multizone Trapped-Ion Qubit Control in an Integrated Photonics QCCD Device ETH Zurich Multiplexed operations and extended coherent control over multiple trapping sites are fundamental requirements for a trapped-ion…
• Classical density functional theory as a fast and accurate method for adsorption property prediction of porous materials ETH Zurich Abstract Physical adsorption is crucial in many industrial processes, prompting researchers to develop new materials for…
• Geometrical quality inspection in 3D concrete printing using AI-assisted computer vision Qingdao University of Technology Abstract 3D concrete printing is an innovative technology poised to transform the construction industry by enabling the automated,…

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