Selected Publications

Our research findings are published in leading journals and presented at international conferences, focusing on space engineering, AI integration, and astrodynamics.

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2025 Publications

APBench and Benchmarking Large Language Model Performance in Fundamental Astrodynamics Problems for Space Engineering

D Wu, R Zhang, EM Zucchelli, Y Chen, R Linares

Scientific Reports

In-press 2025

Benchmarking large language model performance in fundamental astrodynamics problems for space engineering applications.

2024 Publications

MOCAT on Temporal Analysis and Quantification for Policies in Space Sustainability

D Wu, D Jang, M Contreras, R Linares

AMOS

Best Pitch Reward, September 2024

Temporal analysis and quantification for policies in space sustainability using MOCAT framework.

Early Classification of Space Objects based on Astrometric Time Series Data

G Lavezzi, P M Siew, D Wu, Z Folcik, V Fernandez, J Price, R Linares

AMOS

September 2024

Early classification of space objects using astrometric time series data and machine learning techniques.

Comparative Analysis Of Analytical And Data-Driven Koopman Operators For The J2 Problem With Atmospheric Drag

C Hofmann, G Lavezzi, D Wu, S Servadio, R Linares

AAS

August 2024

Comparative analysis of analytical and data-driven Koopman operators for the J2 problem with atmospheric drag.

Fine Tuned Language Models as Space Systems Controllers

E Zucchelli, D Wu, J Briden, C Hofmann, V Fernandez, R Linares

AAS

August 2024

Application of fine-tuned language models as controllers for space systems.

RSO proper elements: Concept, methods, and application to maneuver detection

D Wu, L Dell'Elce, AJ Rosengren

Advances in Space Research

73 (1), 64-84, 2024

Development of proper elements for Resident Space Objects (RSO) and their application to maneuver detection.

2023 Publications

An investigation on space debris of unknown origin using proper elements and neural networks

D Wu, AJ Rosengren

Celestial Mechanics and Dynamical Astronomy

135 (4), 44, 2023

Investigation of space debris of unknown origin using proper elements and neural network techniques.

2021 Publications

Secular Dynamics based Features for the Characterization of Small Debris Clouds after Fragmentation

D Wu, AJ Rosengren

AAS

August 2021

Secular dynamics based features for characterizing small debris clouds after fragmentation events.

2020 Publications

Neural Network Based TLE Error Modeling And Quantification

N Reiland, S Jaxy, D Wu, A Rosengren

AAS

August 2020

Neural network based Two-Line Element (TLE) error modeling and quantification for improved orbital predictions.

The arches of chaos in the Solar System

N Todorović, D Wu, AJ Rosengren

Science Advances

6 (48), eabd1313, 2020

Discovery and analysis of chaotic transport structures in the Solar System known as the "arches of chaos."

Research Impact

Our publications have been widely cited and have contributed to significant advances in space engineering, AI integration, and astrodynamics research.

10+

Selected Publications

Published in leading journals including Scientific Reports, Science Advances, and Advances in Space Research.

Multiple

Conference Presentations

Regular presentations at major international conferences including AAS and AMOS.

Space Engineering & AI

Research Focus

Bridging the gap between traditional space engineering and modern artificial intelligence techniques.