523 citations · 3.6k across the 74 of their papers we have counts for
74 papers
Walking Your Frog Fast in 4 LoC
Nis Meinert
Given two polygonal curves, there are many ways to define a notion of similarity between them. One popular measure is the Fréchet distance which has many desirable properties but i…
Is Epistemic Uncertainty Faithfully Represented by Evidential Deep Learning Methods?
Mira Jürgens, Nis Meinert, Viktor Bengs +2
Trustworthy ML systems should not only return accurate predictions, but also a reliable representation of their uncertainty. Bayesian methods are commonly used to quantify both ale…
Pyrocast: a Machine Learning Pipeline to Forecast Pyrocumulonimbus (PyroCb) Clouds
Kenza Tazi, Emiliano Díaz Salas-Porras, Ashwin Braude +5
Pyrocumulonimbus (pyroCb) clouds are storm clouds generated by extreme wildfires. PyroCbs are associated with unpredictable, and therefore dangerous, wildfire spread. They can also…
Identifying the Causes of Pyrocumulonimbus (PyroCb)
Emiliano Díaz Salas-Porras, Kenza Tazi, Ashwin Braude +5
A first causal discovery analysis from observational data of pyroCb (storm clouds generated from extreme wildfires) is presented. Invariant Causal Prediction was used to develop to…
The Unreasonable Effectiveness of Deep Evidential Regression
Nis Meinert, Jakob Gawlikowski, Alexander Lavin
There is a significant need for principled uncertainty reasoning in machine learning systems as they are increasingly deployed in safety-critical domains. A new approach with uncer…
Digital Twin Earth -- Coasts: Developing a fast and physics-informed surrogate model for coastal floods via neural operators
Peishi Jiang, Nis Meinert, Helga Jordão +8
Developing fast and accurate surrogates for physics-based coastal and ocean models is an urgent need due to the coastal flood risk under accelerating sea level rise, and the comput…
Multivariate Deep Evidential Regression
Nis Meinert, Alexander Lavin
There is significant need for principled uncertainty reasoning in machine learning systems as they are increasingly deployed in safety-critical domains. A new approach with uncerta…
Precision measurement of the , and baryon lifetimes
LHCb collaboration, R. Aaij, C. Abellán Beteta +847
We report measurements of the lifetimes of the , and charm baryons using proton-proton collision data at center-of-mass energies of 7 and 8\tev, correspondin…
Measurement of psi(2S) production cross-sections in proton-proton collisions at 7 and 13 TeV
LHCb collaboration, R. Aaij, C. Abellán Beteta +842
The cross-sections of meson production in proton-proton collisions at are measured with a data sample collected by the LHCb detector correspondin…
Amplitude analysis of the decays and measurement of the branching fraction of the decay
LHCb Collaboration, R. Aaij, C. Abellán Beteta +844
The and decays are studied using proton-proton collision data corresponding to an integrated luminosity of 3…
A search for decays
LHCb Collaboration, R. Aaij, C. Abellán Beteta +848
A search for the baryon through the decay is performed with a data sample corresponding to an integrated luminosit…
First observation of the radiative decay
LHCb Collaboration, R. Aaij, C. Abellán Beteta +848
The radiative decay is observed for the first time using a data sample of proton-proton collisions corresponding to an integrated luminosity of co…
Measurement of the ratio of branching fractions of the decays and
LHCb Collaboration, R. Aaij, B. Adeva +799
Using collisions corresponding to 3 integrated luminosity, recorded by the LHCb experiment at centre-of-mass energies of 7 and 8, the ratio of…
Measurement of , and production in collisions at
LHCb Collaboration, R. Aaij, C. Abellán Beteta +842
The production of , and hadrons is studied in proton-lead collisions at a centre-of-mass energy per nucleon pair of record…
Near-threshold spectroscopy and observation of a new charmonium state
LHCb Collaboration, R. Aaij, C. Abellán Beteta +846
Using proton-proton collision data, corresponding to an integrated luminosity of 9, collected with the~LHCb detector between 2011 and 2018, a new narrow charmonium state,…
Search for lepton-universality violation in decays
LHCb Collaboration, R. Aaij, C. Abellán Beteta +846
A measurement of the ratio of branching fractions of the decays and is presented. The proton-proton collision data used correspond to an integ…
Measurement of the -violating phase from decays in 13 TeV collisions
LHCb Collaboration, R. Aaij, C. Abellán Beteta +844
Decays of and mesons into final states are studied in a data sample corresponding to 1.9 fb of integrated luminosity collect…
Measurement of the mass difference between neutral charm-meson eigenstates
LHCb Collaboration, R. Aaij, C. Abellán Beteta +842
We report a measurement of the mass difference between neutral charm-meson eigenstates using a novel approach that enhances sensitivity to this parameter. We use $…
Amplitude analysis of decays
LHCb Collaboration, R. Aaij, C. Abellán Beteta +843
The first untagged decay-time-integrated amplitude analysis of decays is performed using a sample corresponding to …
Dalitz plot analysis of the decay
LHCb Collaboration, R. Aaij, B. Adeva +98
The resonant structure of the doubly Cabibbo-suppressed decay is studied for the first time. The measurement is based on a sample of pp-collision data, collecte…
Observation of the doubly Cabibbo-suppressed decay
LHCb collaboration, R. Aaij, C. Abellán Beteta +848
The doubly Cabibbo-suppressed decay with is observed for the first time, with a statistical significance of more than fifteen standard deviation…
Model-independent observation of exotic contributions to decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +841
An angular analysis of decays is performed, using proton-proton collision data corresponding to an integrated luminosity of 3~ collected with the…
Measurement of the branching fraction and asymmetry in decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +844
The branching fraction and direct asymmetry of the decay are measured using proton-proton collision data collected with the LHCb detector at cent…
Study of the decay with an amplitude analysis of decays
LHCb collaboration, R. Aaij, C. Abellán Beteta +840
An amplitude analysis of decays is performed in the two-body invariant mass regions MeV/, accounting for the , ,…