Benchmark AI / Public workspace
SciCode
Science / Code
SciCode evaluates the ability to solve scientific research problems through code. Problems are decomposed into subproblems; this dev import preserves the relationships between 15 parent problems and 50 subproblems.
Japanese introduction
科学研究の問題をコードで解く能力を評価するベンチマークです。親問題を複数の小問題に分けており、今回のdev取得では15親問題と50小問題の関係を保持します。
scicode
Full text: eligible public problems include text, images and discussion.
Tasks
Whole public benchmark.
- Public problems
- 65
- Formats
- scicode (15) · scicode-step (50)
- Problems with images
- 0
- Answer availability
- Answer published by the source (65)
- Configs
- Default (65)
- Splits
- dev (65)
- Awaiting a first discussion
- 65
- CG
Answer published by the source
- ewald_summation
Answer published by the source
- The ligation of 2-mer ij depends on the concentration of 2-mer j'i', which is…
Answer published by the source
- Create a function to solve the matrix equation Ax=b using the Gauss-Seidel…
Answer published by the source
- Gram_Schmidt_orthogonalization
Answer published by the source
- Based on lennard jones potential with potential well depth epislon that reaches…
Answer published by the source
- Write a function to aggregate the net forces on each atom for a system of atoms…
Answer published by the source
- This function runs Velocity Verlet algorithm to integrate the positions and…
Answer published by the source
- Write a function that runs MD simulation for a system of atoms interacting…
Answer published by the source
- Gauss_Seidel
Answer published by the source
- Reciprocal_lattice_vector
Answer published by the source
- Using Newton's law …
Answer published by the source
- Write a function that that computes the right hand side of the evolution…
Answer published by the source
- Write a function that implements the 4th order accurate classical Runge-Kutta…
Answer published by the source
- IncomChol
Answer published by the source
- two_mer_entropy
Answer published by the source
- Internal_Energy
Answer published by the source
- Create a function to solve the linear system …
Answer published by the source
- nbody
Answer published by the source
- Write a function to compute the PMNS matrix of the three neutrino oscillation…
Answer published by the source
- Write a function to compute the expansion coefficients h_(k) of the three…
Answer published by the source
- Compute the expansion coefficients u_(k) of the evolution operator of the three…
Answer published by the source
- Write a function to compute the 3×3 evolution operator as defined in…
Answer published by the source
- SciCode_Example
Answer published by the source
- Write a Python function to determine the alpha value for the Ewald summation…
Answer published by the source
- Write a Python function to calculate the summation of the charge terms
Answer published by the source
- Write a Python function that calculates the energy of a periodic system using…
Answer published by the source
- Write a Python function to generate the tiled lattice coordinates from the…
Answer published by the source
- Write a Python function to evaluate the real-space summation as follows, where…
Answer published by the source
- Write a Python function to generate all possible reciprocal-space points that…
Answer published by the source
- Write a Python function to calculate the following weight at each reciprocal…
Answer published by the source
- Write a Python function to calculate this reciprocal-lattice sum, where the…
Answer published by the source
- Spatial_filters_II
Answer published by the source
- neutrino_oscillation
Answer published by the source
- Chaotic_Dynamics_Pendulum
Answer published by the source
- Create a function to compute the incomplete Cholesky factorization of an input…
Answer published by the source
- Write a fourth-order fixed-time-step Runge-Kutta (RK4) integrator from scratch…
Answer published by the source
- Now write a function to analyze any damped, driven pendulum system to understand…
Answer published by the source
- Write a function to get the total energy of a single atom, given the function…
Answer published by the source
- Write a function to get the total energy of the whole system, given the function…
Answer published by the source
- Write a function to use Markov Chain Monte Carlo simulation to generate samples…
Answer published by the source
- Provide a fucntion that normalizes the input vector. The input should be a numpy…
Answer published by the source
- Provide a function that computes the inner product of the two vectors in the…
Answer published by the source
- With the previous functions, provide a function that performs Gram-Schmidt…
Answer published by the source
- Given three vectors, provide a function that returns the reciprocal vectors of…
Answer published by the source
- Given some input vectors (could be one, two or three in total), provide the…
Answer published by the source
- Spatial filters are designed for use with lasers to "clean up" the beam.…
Answer published by the source
- Spatial filters are designed for use with lasers to "clean up" the beam.…
Answer published by the source
- (DUPLICATE) Write a function that returns the tensor product of an arbitrary…
Answer published by the source
- Compute the n-tangle of a n-qubit pure state |ψ⟩ where n is…
Answer published by the source