diff --git a/notebooks/DCR Pseudo-section Simulation.ipynb b/notebooks/DCR Pseudo-section Simulation.ipynb index a443897e..216e1de2 100644 --- a/notebooks/DCR Pseudo-section Simulation.ipynb +++ b/notebooks/DCR Pseudo-section Simulation.ipynb @@ -45,7 +45,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Transmitter 8 of 9 -> Time:0.976000070572 sec Transmitter 8 of 9\n", + "Transmitter 8 of 9 -> Time:0.957999944687 sec Transmitter 8 of 9\n", "Forward completed\n" ] }, @@ -53,7 +53,7 @@ "data": { "image/png": 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NLUtzicwncfd7pG0bkdkVklFkDAaDoak0l8h8GZe3P8lTk2nzcTIGg8FgaBp5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\npLt12P7DTRW+iCUapdQUpVQfe3EEptY2G6XUbKV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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -95,7 +95,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Transmitter 8 of 9 -> Time:0.976999998093 sec Transmitter 8 of 9\n", + "Transmitter 8 of 9 -> Time:0.968999862671 sec Transmitter 8 of 9\n", "Forward completed\n" ] }, @@ -103,7 +103,7 @@ "data": { "image/png": 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TpmkoFGqx/AOBgI4fP1733beX7rtvLx0/frwGAoG9Ou/Wzj9Z827t/Fsz75b8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\nr1C4p4jefXpzzx33079//4NxCx2WqK3Av7rNOZ2C1jQ1bgL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