Research & results.

Keil, S., Sesko, R., Schimmel, M., Igel, H., & Reiss, P. (2026). Evaluating seismic ambient noise techniques for imaging lava tubes on the Moon. Journal of Geophysical Research: Planets, 131(4), e2025JE009576. https://doi.org/10.1029/2025JE009576

Nierula, K., Keil, S., Shutin, D., Shin, B.-S., & Igel, H. (2026). Evaluating multi-agent and wavelet-transform uncertainties in lunar seismic ambient noise exploration. Earth and Space Science, 13, e2025EA004631. https://doi.org/10.1029/2025EA004631

Keil, S., Schimmel, M., & Igel, H. (2025). Evaluating Seismic ambient noise techniques for detecting ice‐bearing rocks on the Moon. Earth and Space Science, 12, e2025EA004369. https://doi.org/10.1029/2025EA004369

Keil, S., Igel, H., Schimmel, M., Lindner, F., & Bernauer, F. (2024). Investigating subsurface properties of the shallow lunar crust using seismic interferometry on synthetic and recorded data. Earth and Space Science, 11, e2024EA003742. https://doi.org/10.1029/2024EA003742

Nierula, K., Strutz, D., & Igel, H. (2026). Seismic Imaging of Lunar Lava Tubes using Optimal Adaptive Sensor Deployment: Results from a Terrestrial Analog Campaign. 46th COSPAR Scientific Assembly, Florence, Italy. Abstract B3.1-0028-26. Conference abstract.

Strutz, D., Nierula, K., & Igel, H. (2026). Ice or No Ice: Multi-Agent Sequential Optimal Experimental Design for Seismic Lunar Subsurface Exploration. 46th COSPAR Scientific Assembly, Florence, Italy. Abstract PMLDS.1-0006-26. Conference abstract.

Nierula, K., Strutz, D., & Shutin, D. (2026). Optimal Design of Adaptive Seismic Networks for Lunar Seismic Exploration. 23rd International Planetary Probe Workshop (IPPW), Washington, D.C., USA. Abstract 103. Conference abstract.

Nierula, K., Shin, B.-S., Keil, S., Shutin, D., & Igel, H. (2025). Seismic Interferometry on the Moon for Near-Surface Exploration. International Planetary Probe Workshop (IPPW), Stuttgart, Germany. Poster. Conference contribution.

Keil, S., Sesko, R., Prieto Lazaro, A., Igel, H., Reiss, P. (2025, June 1). Seismic Interferometry for Detecting Ice-Bearing Rocks on the Moon. European Lunar Symposium. https://doi.org/10.5281/zenodo.15474906

Nierula, K., Keil, S., Shutin, D., Shin, B., Igel, H.: Lunar Subsurface Exploration by Multi-Agent Systems Using Seismic Ambient Noise Interferometry. LPSC LVI. Abstract #2128 - Poster

Shin, B.-S., & Shutin, D. (2024). Sampling and Exploration Strategies for Multi-Agent Seismic Imaging Using 3D Full Waveform Inversion. IEEE Workshop on Signal Processing Systems (SiPS), Boston, USA. https://doi.org/10.1109/SiPS62058.2024.00020

Shin, B., Patel, D., Wientgens, L., Shutin, D., Dekorsy, A.: Multi-Agent 3D Seismic Exploration Using Adapt-Then-Combine Full Waveform Inversion in a Hardware-in-the-loop System. IEEE International Conference on Acoustics, Speech and Signal Processing 2024 - Presentation

Nierula, K., Shutin, D., Shin, B., Igel, H., Keil, S., Bernauer, F., Reiss, P., Sesko, R., Lindner, F.: Probabilistic Approach toward Seismic Exploration with Autonomous Robotic Swarms. EGU 2024 - Presentation

Keil, S., Igel, H., Bernauer, F., Shutin, D., Shin, B., Nierula, K., Reiss, P., Sesko, R., Lindner, F.: The NEPOS Project: Near-Surface Seismic Exploration of Planetary Bodies with Adaptive Networks. EGU 2024 - Poster

Keil, S., Igel, H., Bernauer, F., Lindner, F.: Investigating Subsurface Properties of the Shallow Lunar Crust using Seismic Interferometry on Synthetic and Recorded Lunar Data. DGG 2024 - Presentation

Keil, S., Igel, H., Bernauer, F., Shutin, D., Shin, B., Reiss, P., Nierula, K., Sesko, R., Rossi, Y.: The NEPOS Project: Near-Surface Seismic Exploration of Planetary Bodies with Adaptive Networks. AGU 2023. Link to poster