Mathematical Modeling and Computational Calculus

by Berkeley Science Books

MathGrades 9–12

About This Curriculum

A computational calculus curriculum that teaches students to model and analyze physical systems using differential equations without traditional theoretical mathematics, emphasizing practical engineering applications and computer programming.

What makes it unique: Bypasses traditional calculus theorems and formulas by using computational methods that mirror how calculus is actually applied in engineering and science professions

Mathematical Modeling and Computational Calculus: Engineering-Focused Approach

Mathematical Modeling and Computational Calculus is an unconventional calculus curriculum that emphasizes computational methods and real-world engineering applications over traditional analytic calculus theory. The curriculum teaches students to solve differential equations using simple computational methods and programming, focusing on practical applications like rocket trajectories and electrical circuits.

Best for

Self-motivated high school students interested in engineering applications who prefer computational approaches over traditional theoretical mathematics

Evaluation Criteria

2 strengths · 4 concerns · 2 neutral · 1 insufficient evidence

Word ProblemsStrength

Extensively incorporates real-world engineering applications and complex modeling scenarios throughout the curriculum.

Concepts taught within contexts like rocket trajectories, electrical circuits, automobile suspension systems, and calculating actual space probe trajectories

Worked ExamplesStrength

Provides extensive real-world modeling examples like rocket trajectories and the Juno space probe, following a pattern of paper-and-pencil practice before programming implementation.

Students practice concepts using paper and pencil first, then implement solutions via computer programs that automate the hand calculations

Teacher TrainingConcern

Provides minimal teacher support materials, focusing instead on student independence and self-directed learning.

Offers only email support and online answer key, with no mention of teacher guides or professional development materials

Direct InstructionConcern

Designed for independent study without requiring a teacher, which may not provide the explicit instruction that struggling students need.

Course 'does not require a teacher' and is described as 'most likely to work for self-motivated students who are really interested in learning'

Assessment DiagnosticConcern

Uses a unique checksum self-checking system but lacks comprehensive diagnostic assessments to identify student misconceptions.

Features checksum self-checking where students verify their calculations, but 'no other form of accountability—no quizzes or tests'

Conceptual Procedural BalanceConcern

The curriculum heavily emphasizes procedural computational methods while minimizing traditional conceptual foundations of calculus.

Uses 'very simple calculations based on distance equals velocity times time' rather than analytic calculus formulas, with computational methods replacing theoretical understanding

Sequencing ApproachNeutral

Uses a non-traditional sequence that introduces differential equations early through computational methods rather than building foundational calculus concepts first.

Moves quickly through basic concepts in first three chapters, then focuses on modeling and applications at a rapid pace, avoiding traditional calculus prerequisites

Visual RepresentationsNeutral

Uses graphical representations of trajectories and orbital diagrams, though emphasis appears to be on computational rather than visual conceptual understanding.

Includes trajectory diagrams like the Juno space probe orbit visualization and focuses on graphing solutions to differential equations

Retrieval PracticeInsufficient Evidence

Limited evidence of systematic retrieval practice or spaced review of mathematical concepts.

No mention of quizzes, tests, or systematic review mechanisms beyond the checksum self-checking feature

Review Sources

cathyduffy

Cathy Duffy

web_search

The Learning Online Blog

Key Facts
GradesGrades 9–12
SubjectMath
PedagogyUnschooling
Faith-BasedNo
FormatDigital + Physical

Looking for something different?

If none of these options feel right, explore a non-traditional approach. Pallas Center offers a unique curriculum, or design your own with Palladay.

Data sources: cathyduffy