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Peter Bjørn Jørgensen
Peter Bjørn Jørgensen
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Deep learning spectroscopy: Neural networks for molecular excitation spectra
K Ghosh, A Stuke, M Todorović, PB Jørgensen, MN Schmidt, A Vehtari, ...
Advanced science 6 (9), 1801367, 2019
1302019
Machine learning-based screening of complex molecules for polymer solar cells
PB Jørgensen, M Mesta, S Shil, JM García Lastra, KW Jacobsen, ...
The Journal of chemical physics 148 (24), 241735, 2018
862018
Neural message passing with edge updates for predicting properties of molecules and materials
PB Jørgensen, KW Jacobsen, MN Schmidt
arXiv preprint arXiv:1806.03146, 2018
592018
Deep generative models for molecular science
PB Jørgensen, MN Schmidt, O Winther
Molecular informatics 37 (1-2), 1700133, 2018
532018
A perspective on inverse design of battery interphases using multi-scale modelling, experiments and generative deep learning
A Bhowmik, IE Castelli, JM Garcia-Lastra, PB Jørgensen, O Winther, ...
Energy Storage Materials 21, 446-456, 2019
512019
Artificial Intelligence Applied to Battery Research: Hype or Reality?
T Lombardo, M Duquesnoy, H El-Bouysidy, F Årén, A Gallo-Bueno, ...
Chemical Reviews, 2021
222021
An Iterative Receiver for OFDM With Sparsity-Based Parametric Channel Estimation
TL Hansen, PB Jørgensen, MA Badiu, BH Fleury
IEEE Transactions on Signal Processing, 2018
142018
Materials property prediction using symmetry-labeled graphs as atomic-position independent descriptors
PB Jørgensen, EG del Río, MN Schmidt, KW Jacobsen
arXiv preprint arXiv:1905.06048, 2019
92019
Implementation of LTE SC-FDMA on the USRP2 software defined radio platform
PB Jørgensen, TL Hansen, TB Sørensen, G Berardinelli
2011 IEEE Swedish Communication Technologies Workshop (Swe-CTW), 34-39, 2011
92011
Bayesian Compressed Sensing with Unknown Measurement Noise Level
TL Hansen, PB Jørgensen, NL Pedersen, CN Manchón, BH Fleury
8*
On-the-fly assessment of diffusion barriers of disordered transition metal oxyfluorides using local descriptors
JH Chang, PB Jørgensen, S Loftager, A Bhowmik, JMG Lastra, T Vegge
Electrochimica Acta 388, 138551, 2021
72021
Joint sparse channel estimation and decoding: Continuous and discrete domain sparsity
TL Hansen, PB Jørgensen, MA Badiu, BH Fleury
CoRR, vol. abs/1507.02954, 2015
72015
Compressed sensing with rank deficient dictionaries
TL Hansen, DH Johansen, PB Jørgensen, KF Trillingsgaard, T Arildsen, ...
2012 IEEE Global Communications Conference (GLOBECOM), 3594-3599, 2012
62012
DeepDFT: Neural Message Passing Network for Accurate Charge Density Prediction
PB Jørgensen, A Bhowmik
arXiv preprint arXiv:2011.03346, 2020
52020
Machine Learning: Deep Learning Spectroscopy: Neural Networks for Molecular Excitation Spectra (Adv. Sci. 9/2019)
K Ghosh, A Stuke, M Todorović, PB Jørgensen, MN Schmidt, A Vehtari, ...
Advanced Science 6 (9), 1970053, 2019
52019
Calibrated uncertainty for molecular property prediction using ensembles of message passing neural networks
J Busk, PB Jørgensen, A Bhowmik, MN Schmidt, O Winther, T Vegge
Machine Learning: Science and Technology 3 (1), 015012, 2021
32021
Design of Iterative Message-Passing Receivers with Sparse Channel Estimators
PB Jørgensen
Master’s thesis, Aalborg University, 2013
22013
Graph neural networks for fast electron density estimation of molecules, liquids, and solids
PB Jørgensen, A Bhowmik
arXiv preprint arXiv:2112.00652, 2021
2021
Deep Learning Spectroscopy
K Ghosh, A Stuke, M Todorović, PB Jørgensen, MN Schmidt, A Vehtari, ...
Wiley-VCH, 2019
2019
Deep Learning Methods for Screening of Molecules and Materials
PB Jørgensen
Technical University of Denmark, 2019
2019
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Artikler 1–20