# PRBench Task Configuration task_id: task_shvetsov_2016 paper: title: "Semiclassical two-step model for strong-field ionization" author: "N. I. Shvetsov-Shilovski et al." doi: "10.1103/PhysRevA.94.013415" year: 2016 paper_file: "shvetsov2016.md" instruction_file: "instruction.md" metadata_file: "metadata.md" ground_truth_data_dir: "data" ground_truth_code_dir: "reproduction" expected_outputs: analysis: - "reproduction/ANALYSIS.md" code: - "reproduction/scts_core.py" - "reproduction/fig1_momentum_distribution.py" - "reproduction/fig2_lowenergy_momentum.py" - "reproduction/fig4_energy_spectrum.py" - "reproduction/fig4_angular_distribution.py" - "reproduction/fig6_sfa_momentum.py" - "reproduction/fig7_sfa_energy_spectrum.py" - "reproduction/fig7_sfa_angular_distribution.py" data: - "data/fig1_momentum_distribution.csv" - "data/fig2_lowenergy_momentum.csv" - "data/fig4_energy_spectrum.csv" - "data/fig4_angular_distribution.csv" - "data/fig6_sfa_momentum.csv" - "data/fig7_sfa_energy_spectrum.csv" - "data/fig7_sfa_angular_distribution.csv" docker: image: "python:3.11-slim" memory_limit: "4g" timeout: 10800 pip_install: - numpy - matplotlib grading: dimensions: - name: "methodology_understanding" weight: 0.20 description: > Does ANALYSIS.md correctly describe the SCTS two-step model, tunneling ionization (EQ-9), Newton's equations (EQ-14), semiclassical phase with factor-2 Coulomb correction (EQ-22), Coulomb mapping (EQ-26-29), and coherent sum (EQ-41)? - name: "code_correctness" weight: 0.15 description: > Are all required code files present? Does the code correctly implement the SCTS model including adaptive RK4 integration, importance sampling, tunnel exit computation, and SFA parallel velocity? - name: "data_accuracy" weight: 0.50 description: > How well do the generated CSV data files match the ground truth? This is a Monte Carlo simulation so tolerances are larger (~10-20%). Check momentum distributions, energy spectra, angular distributions. Verify ATI peak spacing, fanlike interference patterns, ionization fractions. - name: "completeness" weight: 0.15 description: > Are all 7 CSV files, all 8 code files, and ANALYSIS.md present and non-trivial? code_only: instruction_suffix: | ## IMPORTANT: Code-Only Mode In this task you are in **code-only mode**. You must: 1. Read and analyze the paper 2. Write `reproduction/ANALYSIS.md` with your methodology analysis 3. Implement ALL code files under `reproduction/` 4. **DO NOT** run the scripts or generate CSV data files 5. Focus on writing correct, complete, and well-structured code Your deliverables are ONLY the analysis document and code files. Do NOT produce any CSV data files. expected_outputs: analysis: - "reproduction/ANALYSIS.md" code: - "reproduction/scts_core.py" - "reproduction/fig1_momentum_distribution.py" - "reproduction/fig2_lowenergy_momentum.py" - "reproduction/fig4_energy_spectrum.py" - "reproduction/fig4_angular_distribution.py" - "reproduction/fig6_sfa_momentum.py" - "reproduction/fig7_sfa_energy_spectrum.py" - "reproduction/fig7_sfa_angular_distribution.py" grading: dimensions: - name: "methodology_understanding" weight: 0.25 description: > Does ANALYSIS.md correctly describe the SCTS model, tunneling ionization, semiclassical phase with factor-2 Coulomb term, and Coulomb mapping? - name: "code_correctness" weight: 0.50 description: > Read every code file carefully. Check whether the implementation is physically and algorithmically correct: - Tunneling rate: ADK formula (EQ-9) with importance sampling - Tunnel exit: parabolic coordinate equation (EQ-11-13) - Propagation: adaptive RK4 for Newton's equations (EQ-14) - Phase: SCTS formula with 2Z/r Coulomb term (EQ-22) - Coulomb mapping: asymptotic momentum (EQ-26-29) - Post-pulse phase: Coulomb correction (EQ-40) - Observable: coherent sum (EQ-41) - SFA parallel velocity (EQ-47-48) - name: "code_quality" weight: 0.10 description: > Is the code well-structured and readable? - name: "completeness" weight: 0.15 description: > Are all 8 code files and ANALYSIS.md present and non-trivial?