Publications

Papers and preprints

Also on Google Scholar and ORCID.

Collisionality scaling of the tokamak density limit

Maris, A.D., et al.

Real-time avoidance of the L-mode and H-mode density limit via machine-learned stability metrics

Maris, A.D., Rea, C., Pau, A., Barr, J., Erickson, K., Schmitz, L., Yan, Z., Granetz, R., Marmar, E., et al.

Read the paper →

Prediction and control of the tokamak density limit

Maris, A.D.

Read the thesis →

Correlation of the L-mode density limit with edge collisionality

Maris, A.D., Rea, C., Pau, A., Hu, W., Xiao, B., Granetz, R., Marmar, E., et al.

Read the paper →

Position: Opportunities Exist for Machine Learning in Magnetic Fusion EnergyICML Oral

Spangher, L.†, Wang, A.M.†, Maris, A.D.†, Stapelberg, M., Mehta, V., Saperstein, A., et al. (†equal contribution)

The impact of disruptions on the economics of a tokamak power plant

Maris, A.D., Wang, A., Rea, C., Granetz, R., Marmar, E.

Read the paper →

Investigating Boosted Decision Trees as a Guide for Inertial Confinement Fusion Design

Maris, A.D., Khan, S.F., Pokornik, M.M., Peterson, J.L., Humbird, K.D., Haan, S.W.

Read the paper →

Chaos in the quantum Duffing oscillator in the semiclassical regime under parametrized dissipation

Maris, A.D., Pokharel, B., Seshachallam, S.G., Misplon, M.Z.R., Pattanayak, A.K.

Read the paper →

Macroscopic trends of neoclassical tearing stability in high-field H-mode tokamak pilot plants

Benjamin, S., Keith, Z., Maris, A.D., Kumar, A., Logan, N., Hansen, C., Howell, E., et al.

Investigating performance and variability of NIF ICF experiments with deep learning

Pokornik, M., Khan, S.F., Gaffney, J.A., MacGowan, B., Maris, A.D., Humbird, K., et al.

MANTA: A Negative-Triangularity NASEM-Compliant Fusion Pilot Plant

MANTA Collaboration: Rutherford, G., Wilson, H.S., Saltzman, A., Arnold, D., […] Maris, A.D., et al.

Enabling commercial fusion: venture and technology opportunities for a growing fusion industry

Cohen-Tanugi, D., Delaporte-Mathurin, R., Handley, M., Meschini, S., Maris, A.D., et al.

Autoregressive transformers for disruption prediction in nuclear fusion plasmas

Spangher, L., Arnold, W., Spangher, A., Maris, A.D., Rea, C.

Read the paper →

Data augmentation for disruption prediction via robust surrogate models

Rath, K., Rügamer, D., Bischl, B., von Toussaint, U., Rea, C., Maris, A.D., Granetz, R., et al.

Positional dependence of pulse shape discrimination in a monolithic CLLB crystal

Woolf, R.S., Phlips, B.F., Hutcheson, A.L., Maris, A.D., Wulf, E.A.