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rtm_emulation

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atmosphere radiative transfer models
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#69
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  1. Jasdeep_Emulator.json +9 -0
  2. results/FiLMConditionedEmulator_A2.h5 → Jasdeep_Emulator_A1.h5 +2 -2
  3. results/FiLM-Conditioned_Emulator_A2.h5 → Jasdeep_Emulator_A2.h5 +2 -2
  4. results/FiLMConditionedEmulator_B2.h5 → Jasdeep_Emulator_B1.h5 +2 -2
  5. results/FiLM-Conditioned_Emulator_B2.h5 → Jasdeep_Emulator_B2.h5 +2 -2
  6. README.md +9 -10
  7. results/FiLMConditionedEmulator.json +0 -9
  8. results/FiLMConditionedEmulator_A1.h5 +0 -3
  9. results/FiLMConditionedEmulator_B1.h5 +0 -3
  10. results/baseline.json +9 -8
  11. results/metadata.json +0 -9
  12. results/rpgpr.json +9 -0
  13. results/{FiLM-Conditioned_Emulator_A1.h5 → rpgpr_A1.h5} +2 -2
  14. results/rpgpr_A2.h5 +3 -0
  15. results/{FiLM-Conditioned_Emulator_B1.h5 → rpgpr_B1.h5} +2 -2
  16. results/rpgpr_B2.h5 +3 -0
  17. scenarioA/train/train10000.h5 +0 -3
Jasdeep_Emulator.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "name": "Jasdeep_Emulator",
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+ "authors": ["Jasdeep Singh", "hasan al marzouqi", "Panos Liatsis"],
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+ "affiliations": ["Khalifa University"],
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+ "description": "Deep learning network block",
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+ "url": "",
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+ "doi": "",
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+ "email": "jasdeep.singh@ku.ac.ae"
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+ }
results/FiLMConditionedEmulator_A2.h5 → Jasdeep_Emulator_A1.h5 RENAMED
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results/FiLM-Conditioned_Emulator_A2.h5 → Jasdeep_Emulator_A2.h5 RENAMED
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results/FiLMConditionedEmulator_B2.h5 → Jasdeep_Emulator_B1.h5 RENAMED
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results/FiLM-Conditioned_Emulator_B2.h5 → Jasdeep_Emulator_B2.h5 RENAMED
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README.md CHANGED
@@ -16,7 +16,7 @@ sdk: static
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  sdk_version: "latest"
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  pinned: false
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  ---
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- Last update: 30-06-2025
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  <img src="https://elias-ai.eu/wp-content/uploads/2023/09/elias_logo_big-1.png" alt="elias_logo" style="width:15%; display: inline-block; margin-right: 150px;">
22
  <img src="https://elias-ai.eu/wp-content/uploads/2024/01/EN_FundedbytheEU_RGB_WHITE-Outline-1.png" alt="eu_logo" style="width:20%; display: inline-block;">
@@ -46,15 +46,14 @@ Last update: 30-06-2025
46
 
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  | **Model** | **MRE A1 (%)** | **MRE A2 (%)** | **MRE B1 (%)** | **MRE B2 (%)** | **Score** | **Runtime** | **Rank** |
48
  |-----------|---------------|---------------|---------------|---------------|----------|----------|--------|
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- | Jasdeep_Emulator_3 | 0.090 | 3.117 | 0.566 | 6.108 | 1.525 | 89.359 | 1° |
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- | Hugo2 | 0.144 | 2.868 | 0.610 | 5.033 | 2.300 | 5.382 | 2° |
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- | rpnn1 | 0.133 | 5.883 | 0.583 | 5.561 | 2.525 | 19.082 | 3° |
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- | rpgprv2 | 0.176 | 3.835 | 0.640 | 7.050 | 4.000 | 35.650 | 4° |
53
- | Jasdeep_Emulator_2 | 0.886 | 3.895 | 0.768 | 6.176 | 5.625 | 2.078 | 5° |
54
- | Krtek | 0.545 | 7.693 | 0.823 | 7.877 | 6.500 | 0.764 | 6° |
55
- | rpcvae | 0.185 | 11.996 | 0.918 | 15.313 | 6.700 | 0.546 | 7° |
56
- | Jobaman1 | 0.296 | 10.093 | | 23.258 | 7.675 | 6.150 | 8° |
57
- | baseline | 0.998 | 12.604 | 1.084 | 7.072 | 8.150 | 0.241 | 9° |
58
 
59
  ## **Introduction**
60
 
 
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  sdk_version: "latest"
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  pinned: false
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  ---
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+ Last update: 13-06-2025
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  <img src="https://elias-ai.eu/wp-content/uploads/2023/09/elias_logo_big-1.png" alt="elias_logo" style="width:15%; display: inline-block; margin-right: 150px;">
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  <img src="https://elias-ai.eu/wp-content/uploads/2024/01/EN_FundedbytheEU_RGB_WHITE-Outline-1.png" alt="eu_logo" style="width:20%; display: inline-block;">
 
46
 
47
  | **Model** | **MRE A1 (%)** | **MRE A2 (%)** | **MRE B1 (%)** | **MRE B2 (%)** | **Score** | **Runtime** | **Rank** |
48
  |-----------|---------------|---------------|---------------|---------------|----------|----------|--------|
49
+ | Hugo | 0.203 | 4.579 | 0.666 | 3.965 | 1.000 | 1.532 | 1° |
50
+ | Krtek | 0.545 | 7.693 | 0.823 | 7.877 | 2.350 | 0.764 | 2° |
51
+ | baseline | 0.998 | 12.604 | 1.084 | 7.072 | 3.325 | 0.241 | 3° |
52
+ | Jasdeep_Emulator_2 | 1.275 | 12.591 | 1.220 | 7.095 | 4.300 | 3.994 | 4° |
53
+ | rpgpr | 1.177 | 28.871 | 0.979 | 37.266 | 4.725 | 5.505 | 5° |
54
+ | Jasdeep_Emulator | 2.260 | 20.477 | 1.444 | 24.243 | 5.650 | 15.267 | 6° |
55
+ | Jasdeep_Emulator_3 | 23.381 | 22.013 | 20.231 | 75.078 | 7.325 | 1.939 | 7° |
56
+ | Jasdeep_Emulator_4 | 24.601 | 25.013 | 18.848 | 70.982 | 7.325 | 1.725 | 7° |
 
57
 
58
  ## **Introduction**
59
 
results/FiLMConditionedEmulator.json DELETED
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- {
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- "name": "FiLM-Conditioned Emulator",
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- "authors": ["Jose Marie Antonio Minoza"],
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- "affiliations": ["Center for AI Research PH"],
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- "description": "Feature-wise Linear Modulation (FiLM)-conditioned model with parameter unification",
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- "url": "",
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- "email": "jomaminoza.acads@gmail.com"
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results/baseline.json CHANGED
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- {
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- "affiliations": ["Image & Signal Processing (ISP)"],
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- "description": "2nd order hypersurface polynomial fitting",
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- "url": "",
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- "doi": ""
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+ "name": "baseline",
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+ "description": "2nd order hypersurface polynomial fitting",
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+ "email": "jorge.vicent@uv.es"
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results/metadata.json DELETED
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- "url": "",
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- "doi": "",
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- "email": "jomaminoza.acads@gmail.com"
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results/rpgpr.json ADDED
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+ "name": "rpgpr",
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+ "authors": ["Romain Poirier"],
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+ "affiliations": ["Magellium"],
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+ "description": "One GPR per function, PCA, kernel exp, No target scaling",
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+ "url": "",
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+ "email": "romain.poirier@magellium.fr"
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