Laura Swiler

8.1k citations
103 papers · 4.5k indexed · 2 hit papers · h-index 26

Impact in

Papers in

Laura Swiler

97 papers receiving 4.3k citations

Hit Papers

Spectral neighbor analysis method for automated generation of quantum-accurate interatomic potentials 2014 · 769 citations
7692008202620142020250500750

Peers

Laura Swiler
Comparison fields: 5 of 140
  • Statistics, Probability and Uncertainty 1.8k
  • Computational Theory and Mathematics 1.1k
  • Management Science and Operations Research 512
  • Signal Processing 379
  • Information Systems 648
Replace William L. Oberkampf with:
William L. Oberkampf United States
Daren Yu China
Kevin Swersky United States
S. L. Ho Hong Kong
Bobak Shahriari United States
Ziyu Wang China
Randy L. Haupt United States
Andy J. Keane United Kingdom
Daniel W. Apley United States
Andreas Wächter United States
Laura Swiler relative to William L. Oberkampf United States William L. Oberkampf's profile →
Citations per field
00.5×9.3×
William L. Oberkampf · 1×
Citations per year

Countries citing papers authored by Laura Swiler

Since Specialization
Citations

This map shows the geographic impact of Laura Swiler's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Laura Swiler with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Laura Swiler more than expected).

Fields of papers citing papers by Laura Swiler

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Laura Swiler. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Laura Swiler. The network helps show where Laura Swiler may publish in the future.

Co-authors

The 25 scholars most cited alongside Laura Swiler, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Laura Swiler Line = papers co-authored together Laura Swiler links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1 20250
2 20251
3 20242
4 20238
5 20233
6 20220
7 20215
8 20193
9 201813
10
Approaches for representing and propagating uncertainty that will be useful for multi-scale modeling.
20161
11 201623
12
SNAP: Automated Generation of Quantum-Accurate Interatomic Potentials.
20142
13 20111
14 20115
15 20108
16
Epistemic Uncertainty Quantification Tutorial Presentation.
20091
17 200765
18 20077
19 200657
20 200619

About Laura Swiler

Laura Swiler is a scholar working on Statistics, Probability and Uncertainty, Management Science and Operations Research, Computational Theory and Mathematics, Information Systems and Management and Statistical and Nonlinear Physics, having authored 103 papers that have together received 4.5k indexed citations. Recurring topics across this work include Probabilistic and Robust Engineering Design (49 papers), Advanced Multi-Objective Optimization Algorithms (27 papers), Optimal Experimental Design Methods (17 papers), Risk and Safety Analysis (10 papers), Simulation Techniques and Applications (8 papers), Scientific Computing and Data Management (7 papers), Gaussian Processes and Bayesian Inference (7 papers) and Model Reduction and Neural Networks (7 papers). The work is most often cited by research in Statistics, Probability and Uncertainty (1.8k citations), Computational Theory and Mathematics (1.1k citations), Management Science and Operations Research (512 citations), Signal Processing (379 citations) and Information Systems (648 citations). Laura Swiler has collaborated with scholars based in United States, Italy and Germany. Frequent co-authors include Cynthia A. Phillips, Michael Eldred, Sankaran Mahadevan, J. M. McFarland, Barron Bichon, Garritt J. Tucker, Christian Robert Trott, Aidan P. Thompson, Stephen M. Foiles and Anthony Giunta. Their work appears in journals such as Reliability Engineering & System Safety, International Journal for Uncertainty Quantification, Computer Methods in Applied Mechanics and Engineering, AIAA Journal and Nuclear Engineering and Technology.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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