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List of works by Tommy Sonne Alstrøm

A Bayesian Generative Model With Gaussian Process Priors For Thermomechanical Analysis Of Micro-Resonators

scientific article published in October 2019

A pseudo-Voigt component model for high-resolution recovery of constituent spectra in Raman spectroscopy

Amortized Variational Peak Fitting For Spectroscopic Data

Blu-ray based optomagnetic aptasensor for detection of small molecules

scientific article (publication date: 2016)

Classification of colorimetric sensor data using time series

Click chemistry based biomolecular conjugation monitoring using surface-enhanced Raman spectroscopy mapping

Data representation and feature selection for colorimetric sensor arrays used as explosives detectors

Development and validation of a colorimetric sensor array for fish spoilage monitoring

article

Development of the colorimetric sensor array for detection of explosives and volatile organic compounds in air

article

Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler

Evaluation of the effects of spray drying parameters for producing cubosome powder precursors

scientific article published on 18 December 2018

Feature extraction using distribution representation for colorimetric sensor arrays used as explosives detectors

From concept to in vivo testing: Microcontainers for oral drug delivery

scientific article published on October 2017

Haussdorff and hellinger for colorimetric sensor array classification

Improving the robustness of Surface Enhanced Raman Spectroscopy based sensors by Bayesian Non-negative Matrix Factorization

LiRA-CD: An open-source dataset for road condition modelling and research

scientific article published in August 2023

Live Road Condition Assessment with Internal Vehicle Sensors

scientific article published on 12 July 2021

Machine learning methods for the detection of explosives, drugs and precursor chemicals gathered using a colorimetric sniffer sensor

scientific article published in January 2023

Magnetic Flux Lines in Complex Geometry Type-II Superconductors Studied by the Time Dependent Ginzburg-Landau Equation

scientific article (publication date: 14 August 2010)

Mathematical Model for Biomolecular Quantification Using Large-Area Surface-Enhanced Raman Spectroscopy Mapping.

scientific article published on January 2015

Mathematical model for biomolecular quantification using surface-enhanced Raman spectroscopy based signal intensity distributions

Multi-View Self-Supervised Learning For Multivariate Variable-Channel Time Series

Multi-colorimetric sensor array for detection of explosives in gas and liquid phase

article published in 2011

Multi-colorimetric sensor array for detection of illegal materials

Nanomechanical recognition of prognostic biomarker suPAR with DVD-ROM optical technology

scientific article

Nitroaromatic explosives’ detection and quantification using an attention-based transformer on surface-enhanced Raman spectroscopy maps

scientific article published in January 2023

On convex decision regions in deep network representations ⬇️

On the effectiveness of partial variance reduction in federated learning with heterogeneous data ⬇️

Peak Detection and Baseline Correction Using a Convolutional Neural Network

scientific article published in May 2019

Probabilistic signal estimation for vibrational spectroscopy with a flexible non-stationary Gaussian process baseline model

scientific article published in October 2023

Process optimization of ultrasonic spray coating of polymer films

scientific article

Quantitative SERS Assay on a Single Chip Enabled by Electrochemically Assisted Regeneration: A Method for Detection of Melamine in Milk

scientific article published on 11 February 2020

Raman spectrum matching with contrastive representation learning

scientific article published in January 2022

Road Roughness Estimation Using Machine Learning ⬇️

scientific article

Surface-enhanced Raman spectroscopic study of DNA and 6-mercapto-1-hexanol interactions using large area mapping

scientific article (publication date: September 2016)

Surface-enhanced Raman spectroscopy based quantitative bioassay on aptamer-functionalized nanopillars using large-area Raman mapping

scientific article published on 07 June 2013

Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity ⬇️

scientific article published on 23 June 2023

The Xsense project: The application of an intelligent sensor array for high sensitivity handheld explosives detectors

Towards quantitative SERS detection of hydrogen cyanide at ppb level for human breath analysis

Xsense: a miniaturised multi-sensor platform for explosives detection

article published in 2011

Xsense: using nanotechnology to combine detection methods for high sensitivity handheld explosives detectors

scholarly article published 23 April 2010

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